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Models/AOA

AOA

Reported on 16 benchmarks across 4 tasks · 2 papers · 10 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision10 results

Multi-Object TrackingonTAO
AssocA· uses extra data· 2021-01-20
30.56
best: 52.4 (AED (Co-DETR))
SOTA
1st Place Solution to ECCV-TAO-2020: Detect and Represent Any Object for Tracking arXiv:2101.08040
Multi-Object TrackingonTAO
ClsA· uses extra data· 2021-01-20
21.86
best: 41.7 (AED (Co-DETR))
SOTA
1st Place Solution to ECCV-TAO-2020: Detect and Represent Any Object for Tracking arXiv:2101.08040
Multi-Object TrackingonTAO
LocA· uses extra data· 2021-01-20
23.4
best: 71.8 (AED (Co-DETR))
SOTA
1st Place Solution to ECCV-TAO-2020: Detect and Represent Any Object for Tracking arXiv:2101.08040
Multi-Object TrackingonTAO
TETA· uses extra data· 2021-01-20
25.27
best: 55.3 (AED (Co-DETR))
SOTA
1st Place Solution to ECCV-TAO-2020: Detect and Represent Any Object for Tracking arXiv:2101.08040
Multi-Object TrackingonTAO
Track mAP· uses extra data· 2021-01-20
27.461
SOTA
1st Place Solution to ECCV-TAO-2020: Detect and Represent Any Object for Tracking arXiv:2101.08040
Object TrackingonTAO
AssocA· uses extra data· 2021-01-20
30.56
best: 52.4 (AED (Co-DETR))
SOTA
1st Place Solution to ECCV-TAO-2020: Detect and Represent Any Object for Tracking arXiv:2101.08040
Object TrackingonTAO
ClsA· uses extra data· 2021-01-20
21.86
best: 41.7 (AED (Co-DETR))
SOTA
1st Place Solution to ECCV-TAO-2020: Detect and Represent Any Object for Tracking arXiv:2101.08040
Object TrackingonTAO
LocA· uses extra data· 2021-01-20
23.4
best: 71.8 (AED (Co-DETR))
SOTA
1st Place Solution to ECCV-TAO-2020: Detect and Represent Any Object for Tracking arXiv:2101.08040
Object TrackingonTAO
TETA· uses extra data· 2021-01-20
25.27
best: 55.3 (AED (Co-DETR))
SOTA
1st Place Solution to ECCV-TAO-2020: Detect and Represent Any Object for Tracking arXiv:2101.08040
Object TrackingonTAO
Track mAP· uses extra data· 2021-01-20
27.461
SOTA
1st Place Solution to ECCV-TAO-2020: Detect and Represent Any Object for Tracking arXiv:2101.08040

Natural Language Processing6 results

Sentiment AnalysisonSemEval-2014 Task-4
Laptop (Acc)· 2018-04-18
74.5
best: 8276 (ABSA-DeBERTa)
Aspect Level Sentiment Classification with Attention-over-Attention Neural Networks arXiv:1804.06536
Sentiment AnalysisonSemEval-2014 Task-4
Mean Acc (Restaurant + Laptop)· 2018-04-18
77.85
best: 8611 (ABSA-DeBERTa)
Aspect Level Sentiment Classification with Attention-over-Attention Neural Networks arXiv:1804.06536
Sentiment AnalysisonSemEval-2014 Task-4
Restaurant (Acc)· 2018-04-18
81.2
best: 8946 (ABSA-DeBERTa)
Aspect Level Sentiment Classification with Attention-over-Attention Neural Networks arXiv:1804.06536
Aspect-Based Sentiment Analysis (ABSA)onSemEval-2014 Task-4
Laptop (Acc)· 2018-04-18
74.5
best: 8276 (ABSA-DeBERTa)
Aspect Level Sentiment Classification with Attention-over-Attention Neural Networks arXiv:1804.06536
Aspect-Based Sentiment Analysis (ABSA)onSemEval-2014 Task-4
Mean Acc (Restaurant + Laptop)· 2018-04-18
77.85
best: 8611 (ABSA-DeBERTa)
Aspect Level Sentiment Classification with Attention-over-Attention Neural Networks arXiv:1804.06536
Aspect-Based Sentiment Analysis (ABSA)onSemEval-2014 Task-4
Restaurant (Acc)· 2018-04-18
81.2
best: 8946 (ABSA-DeBERTa)
Aspect Level Sentiment Classification with Attention-over-Attention Neural Networks arXiv:1804.06536