Few-shot Video Classification on Something-Something V2 (Small)
59.1AccuracyTRX
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| TRXShots=5-shot2022.04 | 59.1 | — | — | — | — | — | |
| HyRSMShots=5-shot2022.04 | 56.1 | — | — | — | — | — | |
| ITANetShots=5-shot2022.04 | 53.7 | — | — | — | — | — | |
| HyRSMShots=3-shot2022.04 | 52.3 | — | — | — | — | — | |
| TRXShots=3-shot2022.04 | 51.9 | — | — | — | — | — | |
| ITANetShots=3-shot2022.04 | 49.4 | — | — | — | — | — | |
| CMN-JShots=5-shot2022.04 | 48.8 | — | — | — | — | — | |
| OTAMShots=5-shot2022.04 | 48 | — | — | — | — | — | |
| Plain CMNShots=5-shot2022.04 | 46.5 | — | — | — | — | — | |
| OTAMShots=3-shot2022.04 | 45.9 | — | — | — | — | — | |
| MatchingNetShots=5-shot2022.04 | 45.5 | — | — | — | — | — | |
| CMN-JShots=3-shot2022.04 | 44.6 | — | — | — | — | — | |
| Plain CMNShots=3-shot2022.04 | 42.5 | — | — | — | — | — | |
| MAMLShots=5-shot2022.04 | 41.9 | — | — | — | — | — | |
| HyRSMShots=1-shot2022.04 | 40.6 | — | — | — | — | — | |
| MatchingNetShots=3-shot2022.04 | 39.8 | — | — | — | — | — | |
| ITANetShots=1-shot2022.04 | 39.8 | — | — | — | — | — | |
| MAMLShots=3-shot2022.04 | 38.6 | — | — | — | — | — | |
| OTAMShots=1-shot2022.04 | 36.4 | — | — | — | — | — | |
| CMN-JShots=1-shot2022.04 | 36.2 | — | — | — | — | — | |
| TRXShots=1-shot2022.04 | 36 | — | — | — | — | — | |
| Plain CMNShots=1-shot2022.04 | 33.4 | — | — | — | — | — | |
| MatchingNetShots=1-shot2022.04 | 31.3 | — | — | — | — | — | |
| MAMLShots=1-shot2022.04 | 30.9 | — | — | — | — | — | |
| CMNBackbone=ResNet-50, Protocol=5-way2021.05 | — | 36.2 | 42.1 | 44.6 | 47 | 48.8 | |
| FlowBackbone=ResNet-50, Protocol=5-way2021.05 | — | 21.2 | 26 | 30.1 | 31.8 | 33.8 | |
| ITANetBackbone=ResNet-50, Protocol=5-way2021.05 | — | 39.8 | 45.8 | 49.4 | 51.8 | 53.7 | |
| LSTMBackbone=ResNet-50, Protocol=5-way2021.05 | — | 19.8 | 24.9 | 28.6 | 30.6 | 32.5 | |
| LSTM-EMBBackbone=ResNet-50, Protocol=5-way2021.05 | — | 33 | 38.5 | 41.8 | 43.8 | 46.2 | |
| MAMLBackbone=ResNet-50, Protocol=5-way2021.05 | — | 30.9 | 35.1 | 38.6 | 40 | 41.9 | |
| MatchingNetBackbone=ResNet-50, Protocol=5-way2021.05 | — | 31.3 | 35.9 | 39.8 | 40.5 | 45.5 | |
| NearestBackbone=ResNet-50, Protocol=5-way2021.05 | — | 28.1 | 33.3 | 37.2 | 39.2 | 43.8 | |
| Nearest-FTBackbone=ResNet-50, Protocol=5-way2021.05 | — | 27.5 | 32 | 35.9 | 37.8 | 41 | |
| Plain CMNBackbone=ResNet-50, Protocol=5-way2021.05 | — | 33.4 | 38.9 | 42.5 | 44 | 46.5 | |
| RGBBackbone=ResNet-50, Protocol=5-way2021.05 | — | 20 | 25.3 | 29.2 | 30.9 | 33.6 |