Metric: EM (higher is better)
| # | Model↕ | EM▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | IE-Net (ensemble) | 90.939 | No | - | - | - |
| 2 | FPNet (ensemble) | 90.871 | No | - | - | - |
| 3 | IE-NetV2 (ensemble) | 90.86 | No | - | - | - |
| 4 | SA-Net on Albert (ensemble) | 90.724 | No | - | - | - |
| 5 | SA-Net-V2 (ensemble) | 90.679 | No | - | - | - |
| 6 | FPNet (ensemble) | 90.6 | No | - | - | - |
| 7 | Retro-Reader (ensemble) | 90.578 | No | Retrospective Reader for Machine Reading Compreh... | 2020-01-27 | Code |
| 8 | EntitySpanFocusV2 (ensemble) | 90.521 | No | - | - | - |
| 9 | TransNets + SFVerifier + SFEnsembler (ensemble) | 90.487 | No | - | - | - |
| 10 | EntitySpanFocus+AT (ensemble) | 90.454 | No | - | - | - |
| 11 | ATRLP+PV (ensemble) | 90.442 | No | - | - | - |
| 12 | LANetV2 (ensemble) | 90.42 | No | - | - | - |
| 13 | ELECTRA+ALBERT+EntitySpanFocus (ensemble) | 90.42 | No | - | - | - |
| 14 | ALBERT + DAAF + Verifier | 90.386 | No | - | - | - |
| 15 | electra+nlayers+adv+ds | 90.284 | No | - | - | - |
| 16 | MixEnsemble (ensemble) | 90.194 | No | - | - | - |
| 17 | electra+nlayers (ensemble) | 90.126 | No | - | - | - |
| 18 | Retro-Reader on ALBERT (ensemble) | 90.115 | No | Retrospective Reader for Machine Reading Compreh... | 2020-01-27 | Code |
| 19 | Retro-Reader on ALBERT (ensemble) | 90.115 | No | Retrospective Reader for Machine Reading Compreh... | 2020-01-27 | Code |
| 20 | ANet | 90.081 | No | - | - | - |
| 21 | Answer Dependent Classify (single model) | 90.059 | No | - | - | - |
| 22 | electra+nlayers+kdav (ensemble) | 90.002 | No | - | - | - |
| 23 | ALBERT + DAAF + Verifier (ensemble) | 90.002 | No | - | - | - |
| 24 | LANet (ensemble) | 89.923 | No | - | - | - |
| 25 | Electra-nlayers (ensemble) | 89.777 | No | - | - | - |
| 26 | Albert_Verifier_AA_Net (ensemble) | 89.743 | No | - | - | - |
| 27 | ALBERT (ensemble model) | 89.731 | No | ALBERT: A Lite BERT for Self-supervised Learning... | 2019-09-26 | Code |
| 28 | Span Extract + Classify (single model) | 89.562 | No | - | - | - |
| 29 | Retro-Reader on ELECTRA (single model) | 89.562 | No | Retrospective Reader for Machine Reading Compreh... | 2020-01-27 | Code |
| 30 | ELECTRA+ATRLP+PV (single model) | 89.551 | No | - | - | - |
| 31 | albert+transform+verify (ensemble) | 89.528 | No | - | - | - |
| 32 | albert+KD+transfer (ensemble) | 89.461 | No | - | - | - |
| 33 | ROaD-Electra (single model) | 89.449 | No | - | - | - |
| 34 | ROaD-Electra | 89.449 | No | - | - | - |
| 35 | Albert-nlayers (ensemble) | 89.404 | No | - | - | - |
| 36 | ELECTRA + E-Verifier (ensemble) | 89.348 | No | - | - | - |
| 37 | ELECTRA + ROBERTA + ALBERT (ensemble) | 89.325 | No | - | - | - |
| 38 | 2task (single model) | 89.325 | No | - | - | - |
| 39 | Deberta | 89.235 | No | - | - | - |
| 40 | ALBERT + MTDA + SFVerifier (ensemble model) | 89.235 | No | - | - | - |
| 41 | ALBert-LSTM (ensemble) | 89.224 | No | - | - | - |
| 42 | ALBERT + SFVerifier (ensemble model) | 89.133 | No | - | - | - |
| 43 | ELECTRA+RL+EV (single model) | 89.021 | No | - | - | - |
| 44 | electra & albert (ensemble) | 88.998 | No | - | - | - |
| 45 | AE-TEST | 88.998 | No | - | - | - |
| 46 | ELECTRA+EntitySpanFocus (Single model) | 88.874 | No | - | - | - |
| 47 | SA-Net on Electra (single model) | 88.851 | No | - | - | - |
| 48 | ALBERT+Entailment DA (ensemble) | 88.761 | No | - | - | - |
| 49 | ELECTRA (single model) | 88.716 | No | - | - | - |
| 50 | Tuned ALBERT (ensemble model) | 88.637 | No | - | - | - |
| 51 | ELECTRA_ATT (single model) | 88.614 | No | - | - | - |
| 52 | Deberta+prefix | 88.603 | No | - | - | - |
| 53 | ALBERT (Single model) | 88.592 | No | - | - | - |
| 54 | XLNet + DAAF + Verifier (ensemble) | 88.592 | No | - | - | - |
| 55 | ALBERT + IG + NE (single model) | 88.569 | No | - | - | - |
| 56 | ALBERT + IG (single model) | 88.524 | No | - | - | - |
| 57 | aanet_v2.0 (single model) | 88.434 | No | - | - | - |
| 58 | albert+verifier (single model) | 88.355 | No | - | - | - |
| 59 | albert+KD+transfer (single) | 88.298 | No | - | - | - |
| 60 | UPM (ensemble) | 88.231 | No | - | - | - |
| 61 | ALBERT + SFVerifier (single model) | 88.197 | No | - | - | - |
| 62 | {alber_m_transfor} (single model) | 88.186 | No | - | - | - |
| 63 | XLNet + SG-Net Verifier (ensemble) | 88.174 | No | SG-Net: Syntax-Guided Machine Reading Comprehens... | 2019-08-14 | Code |
| 64 | Retro-Reader on ALBERT (single model) | 88.107 | No | Retrospective Reader for Machine Reading Compreh... | 2020-01-27 | Code |
| 65 | Retro-Reader on ALBERT (single model) | 88.107 | No | Retrospective Reader for Machine Reading Compreh... | 2020-01-27 | Code |
| 66 | ALBERT (single model) | 88.107 | No | ALBERT: A Lite BERT for Self-supervised Learning... | 2019-09-26 | Code |
| 67 | ALBERT (single model) | 88.107 | No | ALBERT: A Lite BERT for Self-supervised Learning... | 2019-09-26 | Code |
| 68 | {MTL} (single model) | 88.107 | No | - | - | - |
| 69 | MTL (single model) | 88.107 | No | - | - | - |
| 70 | albert_with_tricks (single) | 88.073 | No | - | - | - |
| 71 | ALBert (single-model) | 88.05 | No | - | - | - |
| 72 | XLNet + SG-Net Verifier (ensemble) | 88.05 | No | - | - | - |
| 73 | DeBERTalarge | 88 | No | DeBERTa: Decoding-enhanced BERT with Disentangle... | 2020-06-05 | Code |
| 74 | ALBERT 1.1 Th (single model) | 87.994 | No | - | - | - |
| 75 | SkERT-Large (single model) | 87.994 | No | - | - | - |
| 76 | albert+KD+transfer+twopass (single) | 87.949 | No | - | - | - |
| 77 | XLNet (single model) | 87.926 | No | XLNet: Generalized Autoregressive Pretraining fo... | 2019-06-19 | Code |
| 78 | ALBERT+RL (single model) | 87.87 | No | - | - | - |
| 79 | ALBERT+Entailment DA Verifier (single model) | 87.847 | No | - | - | - |
| 80 | Tuned ALBERT (single model) | 87.847 | No | - | - | - |
| 81 | albert_xxlarge (single model) | 87.802 | No | - | - | - |
| 82 | ALBERT 1.1 (single model) | 87.7 | No | - | - | - |
| 83 | LUKE (single model) | 87.429 | No | LUKE: Deep Contextualized Entity Representations... | 2020-10-02 | Code |
| 84 | LUKE (single model) | 87.429 | No | LUKE: Deep Contextualized Entity Representations... | 2020-10-02 | Code |
| 85 | XLNet + SG-Net Verifier++ (single model) | 87.238 | No | SG-Net: Syntax-Guided Machine Reading Comprehens... | 2019-08-14 | Code |
| 86 | UPM (single model) | 87.193 | No | - | - | - |
| 87 | BERT + DAE + AoA (ensemble) | 87.147 | No | - | - | - |
| 88 | XLNet + SG-Net Verifier (single model) | 87.046 | No | - | - | - |
| 89 | RoBERTa+Verify (ensemble) | 86.933 | No | - | - | - |
| 90 | RoBERTa (single model) | 86.82 | No | RoBERTa: A Robustly Optimized BERT Pretraining A... | 2019-07-26 | Code |
| 91 | RoBERTa (single model) | 86.82 | No | RoBERTa: A Robustly Optimized BERT Pretraining A... | 2019-07-26 | Code |
| 92 | BERT + ConvLSTM + MTL + Verifier (ensemble) | 86.73 | No | - | - | - |
| 93 | BERT + N-Gram Masking + Synthetic Self-Training (ensemble) | 86.673 | No | - | - | - |
| 94 | RoBERTa+Span (ensemble) | 86.651 | No | - | - | - |
| 95 | Xlnet+Verifier | 86.594 | No | - | - | - |
| 96 | Xlnet+Verifier(single model) | 86.572 | No | - | - | - |
| 97 | Xlnet+Verifier (single model) | 86.572 | No | - | - | - |
| 98 | RoBERTa+Verify (single model) | 86.448 | No | - | - | - |
| 99 | XLNET-123 (single model) | 86.436 | No | - | - | - |
| 100 | XLNET-V2-123+ (single model) | 86.403 | No | - | - | - |
| 101 | XLNet (single model) | 86.346 | No | - | - | - |
| 102 | SG-Net (ensemble) | 86.211 | No | SG-Net: Syntax-Guided Machine Reading Comprehens... | 2019-08-14 | - |
| 103 | SG-Net (ensemble) | 86.211 | No | SG-Net: Syntax-Guided Machine Reading Comprehens... | 2019-08-14 | Code |
| 104 | BERT++(ensemble) | 86.166 | No | - | - | - |
| 105 | SemBERT(ensemble) | 86.166 | No | Semantics-aware BERT for Language Understanding | 2019-09-05 | Code |
| 106 | SemBERT(ensemble) | 86.166 | No | Semantics-aware BERT for Language Understanding | 2019-09-05 | Code |
| 107 | SemBERT (ensemble) | 86.166 | No | Semantics-aware BERT for Language Understanding | 2019-09-05 | Code |
| 108 | Enhanced Albert+Verifier (ensemble) | 86.098 | No | - | - | - |
| 109 | BERT + DAE + AoA (single model) | 85.884 | No | - | - | - |
| 110 | RoBERTa+Span (single model) | 85.872 | No | - | - | - |
| 111 | RoBERTa-Large (ensemble model) | 85.872 | No | - | - | - |
| 112 | BNDVnet (ensemble model) | 85.85 | No | - | - | - |
| 113 | Unnamed submission by guo | 85.838 | No | - | - | - |
| 114 | BERTSP(single model) | 85.838 | No | - | - | - |
| 115 | BERTSP (single model) | 85.838 | No | - | - | - |
| 116 | Enhanced Albert+Verifier3 (ensemble) | 85.827 | No | - | - | - |
| 117 | SENSEFORTH + XLNet (single model) | 85.827 | No | - | - | - |
| 118 | SpanBERT (single model) | 85.748 | No | - | - | - |
| 119 | SemBERT (ensemble model) | 85.703 | No | - | - | - |
| 120 | SpanBERT | 85.7 | No | SpanBERT: Improving Pre-training by Representing... | 2019-07-24 | Code |
| 121 | BertCNN (single model) | 85.24 | No | - | - | - |
| 122 | SG-Net (single model) | 85.229 | No | SG-Net: Syntax-Guided Machine Reading Comprehens... | 2019-08-14 | - |
| 123 | SG-Net (single model) | 85.229 | No | SG-Net: Syntax-Guided Machine Reading Comprehens... | 2019-08-14 | Code |
| 124 | RoBERTa-Large (single model) | 85.173 | No | - | - | - |
| 125 | BERT + N-Gram Masking + Synthetic Self-Training (single model) | 85.15 | No | - | - | - |
| 126 | BERT + MMFT + ADA (ensemble) | 85.082 | No | - | - | - |
| 127 | BNDVnet (single model) | 85.003 | No | - | - | - |
| 128 | BERT + ConvLSTM + MTL + Verifier (single model) | 84.924 | No | - | - | - |
| 129 | Insight-baseline-BERT (single model) | 84.834 | No | - | - | - |
| 130 | BertSpan (ensemble) | 84.823 | No | - | - | - |
| 131 | SemBERT (single model) | 84.8 | No | Semantics-aware BERT for Language Understanding | 2019-09-05 | Code |
| 132 | SemBERT (single model) | 84.8 | No | Semantics-aware BERT for Language Understanding | 2019-09-05 | Code |
| 133 | Hanvon_model(single model) | 84.721 | No | - | - | - |
| 134 | Hanvon_model (single model) | 84.721 | No | - | - | - |
| 135 | xlnet | 84.642 | No | - | - | - |
| 136 | xlnet(single model) | 84.642 | No | - | - | - |
| 137 | xlnet (single model) | 84.642 | No | - | - | - |
| 138 | BERT++(single model) | 84.62 | No | - | - | - |
| 139 | BERT + Synthetic Self-Training (ensemble) | 84.292 | No | - | - | - |
| 140 | BERT + Multiple-CNN (ensemble)(Kyonggi University | 84.202 | No | - | - | - |
| 141 | BERT + Multiple-CNN (ensemble) | 84.202 | No | - | - | - |
| 142 | RoberTa Parallel Adapters Singl | 84.123 | No | - | - | - |
| 143 | RoberTa Parallel Adapters Single | 84.123 | No | - | - | - |
| 144 | RoberTa+Parallel+Adapters (single model) | 84.123 | No | - | - | - |
| 145 | SemNet (single model) | 83.819 | No | - | - | - |
| 146 | Tuned BERT-1seq Large Cased (single model) | 83.751 | No | - | - | - |
| 147 | BERT finetune baseline (ensemble) | 83.536 | No | - | - | - |
| 148 | SynNet (single model) | 83.525 | No | - | - | - |
| 149 | Lunet + Verifier + BERT (ensemble) | 83.469 | No | - | - | - |
| 150 | PAML+BERT (ensemble model) | 83.457 | No | - | - | - |
| 151 | Unnamed submission by Senseforth_AI | 83.142 | No | - | - | - |
| 152 | SENSEFORTH + BERT | 83.142 | No | - | - | - |
| 153 | Bert-raw (ensemble) | 83.119 | No | - | - | - |
| 154 | BERT with Something (ensemble) | 83.051 | No | - | - | - |
| 155 | BERT + MMFT + ADA (single model) | 83.04 | No | - | - | - |
| 156 | Lunet + Verifier + BERT (single model) | 82.995 | No | - | - | - |
| 157 | BERT + Synthetic Self-Training (single model) | 82.972 | No | - | - | - |
| 158 | mgrc_l (single model) | 82.961 | No | - | - | - |
| 159 | ATB (single model) | 82.882 | No | - | - | - |
| 160 | Tuned BERT Large Cased (single model) | 82.803 | No | - | - | - |
| 161 | BERT-Base + QA Pre-training (single model) | 82.724 | No | - | - | - |
| 162 | BERT + NeurQuRI (ensemble) | 82.713 | No | - | - | - |
| 163 | PAML+BERT (single model) | 82.577 | No | - | - | - |
| 164 | Unnamed submission by cooelf | 82.431 | No | - | - | - |
| 165 | AoA + DA + BERT (ensemble) | 82.374 | No | - | - | - |
| 166 | BART + Adapters + Lohfink-Rossi-Leaveout (single-model) | 82.306 | No | - | - | - |
| 167 | BERT finetune baseline (single model) | 82.126 | No | - | - | - |
| 168 | Candi-Net+BERT (ensemble) | 82.126 | No | - | - | - |
| 169 | BERT-Base PMI-Masking Additional Data (single model) | 82.024 | No | - | - | - |
| 170 | BERT_s (single model) | 81.979 | No | - | - | - |
| 171 | Unnamed submission by zw10 | 81.731 | No | - | - | - |
| 172 | BERT-large+UBFT (single model) | 81.573 | No | - | - | - |
| 173 | AoA + DA + BERT (single model) | 81.178 | No | - | - | - |
| 174 | BERT with Something (single model) | 81.11 | No | - | - | - |
| 175 | BERT-Base PMI-Masking (single model) | 80.896 | No | - | - | - |
| 176 | BERT + UnAnsQ (single model) | 80.749 | No | - | - | - |
| 177 | BERT + AL (single model) | 80.715 | No | - | - | - |
| 178 | BERT + NeurQuRI (single model) | 80.591 | No | - | - | - |
| 179 | BERTlarge (ensemble) | 80.456 | No | - | - | - |
| 180 | Bert | 80.422 | No | - | - | - |
| 181 | Bert-raw (single) | 80.411 | No | - | - | - |
| 182 | Candi-Net+BERT (single model) | 80.388 | No | - | - | - |
| 183 | PMI-Masking Additional Data Random Baseline (single model) | 80.377 | No | - | - | - |
| 184 | Unnamed submission by zw4 | 80.354 | No | - | - | - |
| 185 | {Bert-Span} (single model) | 80.354 | No | - | - | - |
| 186 | Bert-raw (single model) | 80.343 | No | - | - | - |
| 187 | PMI-Masking Pure-PMI (single model) | 80.241 | No | - | - | - |
| 188 | BISAN-CC (single model) | 80.208 | No | - | - | - |
| 189 | ST_bl | 80.14 | No | - | - | - |
| 190 | PwP+BERT (single model) | 80.117 | No | - | - | - |
| 191 | PMI-Masking Random Baseline (single model) | 80.038 | No | - | - | - |
| 192 | BERT + UDA (single model) | 80.005 | No | - | - | - |
| 193 | PMI-Masking Additional Data Pure-PMI (single model) | 79.993 | No | - | - | - |
| 194 | Original BERT Large Cased (single model) | 79.971 | No | - | - | - |
| 195 | bert (single model) | 79.971 | No | - | - | - |
| 196 | BERT + Sparse-Transformer | 79.948 | No | - | - | - |
| 197 | Insight-baseline (single model) | 79.779 | No | - | - | - |
| 198 | NEXYS_BASE (single model) | 79.779 | No | - | - | - |
| 199 | BERT uncased (single model) | 79.745 | No | - | - | - |
| 200 | {bert-finetuning} (single model) | 79.632 | No | - | - | - |
| 201 | L6Net + BERT (single model) | 79.181 | No | - | - | - |
| 202 | Fusion Adapters TriviaQA NQ Singl | 78.933 | No | - | - | - |
| 203 | RoberTa Fusion Adapters Single | 78.933 | No | - | - | - |
| 204 | RoberTa+Fusion+Adapters (single model) | 78.933 | No | - | - | - |
| 205 | {Anonymous} (single model) | 78.876 | No | - | - | - |
| 206 | BERT + WIAN (ensemble) | 78.65 | No | - | - | - |
| 207 | BERTlarge (single model) | 78.65 | No | - | - | - |
| 208 | AMBERT (single model) | 78.594 | No | - | - | - |
| 209 | BISAN (single model) | 78.481 | No | - | - | - |
| 210 | BERT-Large-Cased (single model) | 78.357 | No | - | - | - |
| 211 | BERT-Large-Cased | 78.357 | No | - | - | - |
| 212 | BERT+AC(single model) | 78.052 | No | - | - | - |
| 213 | BERT+AC (single model) | 78.052 | No | - | - | - |
| 214 | BERT (single model) | 77.319 | No | - | - | - |
| 215 | TriviaQA Adapter Single Tune | 77.262 | No | - | - | - |
| 216 | RoberTa Adapter Single | 77.262 | No | - | - | - |
| 217 | RoberTa+Adapter (single model) | 77.262 | No | - | - | - |
| 218 | SLQA+BERT (single model) | 77.003 | No | - | - | - |
| 219 | AMBERT-H (single model) | 76.71 | No | - | - | - |
| 220 | AMBERT-S (single model) | 76.563 | No | - | - | - |
| 221 | synss (single model ) | 76.055 | No | - | - | - |
| 222 | synss (single model) | 76.055 | No | - | - | - |
| 223 | BERT-Base-L (single model) | 75.457 | No | - | - | - |
| 224 | mgrc | 75.344 | No | - | - | - |
| 225 | BERT-Base-V (single model) | 75.073 | No | - | - | - |
| 226 | MIR-MRC(F-Net) (single model) | 74.791 | No | - | - | - |
| 227 | MIR-MRC (F-Net) | 74.791 | No | - | - | - |
| 228 | BERT-Base-DT (single model) | 74.769 | No | - | - | - |
| 229 | ARSG-BERT (single model) | 74.746 | No | - | - | - |
| 230 | BERT-Base-V2 | 74.656 | No | - | - | - |
| 231 | BERT-Base-DP (single model) | 74.577 | No | - | - | - |
| 232 | {BERTcw} (single model) | 74.385 | No | - | - | - |
| 233 | BERT-Base-Add (single model) | 74.329 | No | - | - | - |
| 234 | nlnet (single model) | 74.272 | No | - | - | - |
| 235 | batch2 (single model) | 73.742 | No | - | - | - |
| 236 | MMIPN | 73.505 | No | - | - | - |
| 237 | BERT-Base-Baseline (single model) | 73.302 | No | - | - | - |
| 238 | BERT-Base (single model) | 73.099 | No | - | - | - |
| 239 | ICL_MODEL(ensemble) | 72.884 | No | - | - | - |
| 240 | ICL_MODEL (ensemble) | 72.884 | No | - | - | - |
| 241 | YARCS (ensemble) | 72.67 | No | - | - | - |
| 242 | BERT-base | 72.072 | No | - | - | - |
| 243 | BERTBase (single model) | 72.072 | No | - | - | - |
| 244 | Reinforced Mnemonic Reader + Answer Verifier (single model) | 71.767 | No | Read + Verify: Machine Reading Comprehension wit... | 2018-08-17 | - |
| 245 | BERT-Base (single) | 71.699 | No | - | - | - |
| 246 | BERT+Answer Verifier (single model) | 71.666 | No | - | - | - |
| 247 | SLQA+ (single model) | 71.462 | No | - | - | - |
| 248 | Unet (ensemble) | 71.417 | No | U-Net: Machine Reading Comprehension with Unansw... | 2018-10-12 | Code |
| 249 | SAN (ensemble model) | 71.316 | No | Stochastic Answer Networks for Machine Reading C... | 2017-12-10 | Code |
| 250 | HYDRA_BERT (single model) | 71.293 | No | - | - | - |
| 251 | {BERT-base} (single-model) | 70.763 | No | - | - | - |
| 252 | FusionNet++ (ensemble) | 70.3 | No | FusionNet: Fusing via Fully-Aware Attention with... | 2017-11-16 | Code |
| 253 | Multi-Level Attention Fusion(MLAF) (single model) | 69.476 | No | - | - | - |
| 254 | Multi-Level Attention Fusion (MLAF) | 69.476 | No | - | - | - |
| 255 | Unet (single model) | 69.262 | No | - | - | - |
| 256 | DocQA + NeurQuRI (single model) | 68.766 | No | - | - | - |
| 257 | SAN (single model) | 68.653 | No | Stochastic Answer Networks for Machine Reading C... | 2017-12-10 | Code |
| 258 | KACTEIL-MRC(GFN-Net) (single model) | 68.213 | No | - | - | - |
| 259 | KACTEIL-MRC (GFN-Net) | 68.213 | No | - | - | - |
| 260 | BiDAF++ with pair2vec (single model) | 68.021 | No | - | - | - |
| 261 | VS^3-NET (single model) | 67.897 | No | - | - | - |
| 262 | EBB-Net (single model) | 66.61 | No | - | - | - |
| 263 | KakaoNet2 (single model) | 65.719 | No | - | - | - |
| 264 | BiDAF++ (single model) | 65.651 | No | - | - | - |
| 265 | abcNet (single model) | 65.256 | No | - | - | - |
| 266 | BiDAF + Self Attention + ELMo (single model) | 63.372 | No | Deep contextualized word representations | 2018-02-15 | Code |
| 267 | BiDAF + Self Attention + ELMo (single model) | 63.372 | No | Deep contextualized word representations | 2018-02-15 | - |
| 268 | BSAE AddText (single model) | 63.338 | No | - | - | - |
| 269 | eeAttNet (single model) | 63.327 | No | - | - | - |
| 270 | BiDAF + Self Attention (single model) | 59.332 | No | - | - | - |
| 271 | BiDAF-No-Answer (single model) | 59.174 | No | - | - | - |
| 272 | BNA + SoftDrop (single model) | 58.508 | No | - | - | - |
| 273 | Tree-LSTM + BiDAF + ELMo (single model) | 57.707 | No | - | - | - |
| 274 | BNA + HardDrop (single model) | 56.545 | No | - | - | - |
| 275 | Unnamed submission by Simon | 56.545 | No | - | - | - |
| 276 | Anonymous (single model) | 49.695 | No | - | - | - |
| 277 | {FOO} (single model) | 48.883 | No | - | - | - |
| 278 | Bert Large Sentence (Single Model) | 48.804 | No | - | - | - |
| 279 | XLNet + DAAF + BERTverifier (ensemble) | 44.945 | No | - | - | - |
| 280 | TSAN | 40.397 | No | - | - | - |
| 281 | 27.217 | No | - | - | - | |
| 282 | CHECK SYSTEM (single model) | 4.83 | No | - | - | - |
| 283 | 5cls_squad1_fai | 0.068 | No | - | - | - |