Metric: Val (higher is better)
| # | Model↕ | Val▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | PASTA | 89.2 | No | PASTA: Table-Operations Aware Fact Verification ... | 2022-11-05 | Code |
| 2 | ReasTAP-Large | 84.6 | No | ReasTAP: Injecting Table Reasoning Skills During... | 2022-10-22 | Code |
| 3 | TAPEX-Large | 84.6 | No | TAPEX: Table Pre-training via Learning a Neural ... | 2021-07-16 | Code |
| 4 | T5-3b(UnifiedSKG) | 83.97 | No | UnifiedSKG: Unifying and Multi-Tasking Structure... | 2022-01-16 | Code |
| 5 | Salience-aware TAPAS | 82.7 | No | Table-based Fact Verification with Salience-awar... | 2021-09-09 | Code |
| 6 | TAPAS-Large classifier with Counterfactual + Synthetic pre-training | 81 | No | Understanding tables with intermediate pre-train... | 2020-10-01 | Code |
| 7 | Table-BERT-Horizontal-T+F-Template | 66.1 | No | TabFact: A Large-scale Dataset for Table-based F... | 2019-09-05 | Code |
| 8 | BERT classifier w/o Table | 50.9 | No | TabFact: A Large-scale Dataset for Table-based F... | 2019-09-05 | Code |