Few-shot Action Recognition on Kinetics (meta-test)
86.1AccuracyHyRSM
Evaluation Results
| Method | Links | |
|---|---|---|
| HyRSMShot=5-shot, Way=5-way2022.04 | 86.1 | |
| TRX (Ω={2,3})Shot=5-shot, Way=5-way2022.04 | 85.9 | |
| OTAMShot=5-shot, Way=5-way2022.04 | 85.8 | |
| TRX (Ω={1})Shot=5-shot, Way=5-way2022.04 | 85.2 | |
| HyRSMShot=4-shot, Way=5-way2022.04 | 84.6 | |
| ITANetShot=5-shot, Way=5-way2022.04 | 84.3 | |
| HyRSMShot=3-shot, Way=5-way2022.04 | 83.5 | |
| TRX (Ω={2,3})Shot=4-shot, Way=5-way2022.04 | 83.4 | |
| ARNShot=5-shot, Way=5-way2022.04 | 82.4 | |
| TRX (Ω={1})Shot=4-shot, Way=5-way2022.04 | 82.4 | |
| OTAMShot=4-shot, Way=5-way2022.04 | 81.9 | |
| TRX (Ω={2,3})Shot=3-shot, Way=5-way2022.04 | 81.8 | |
| TRX (Ω={1})Shot=3-shot, Way=5-way2022.04 | 80.1 | |
| HyRSMShot=2-shot, Way=5-way2022.04 | 80 | |
| CMN-JShot=5-shot, Way=5-way2022.04 | 78.9 | |
| OTAMShot=3-shot, Way=5-way2022.04 | 78.7 | |
| TARNShot=5-shot, Way=5-way2022.04 | 78.5 | |
| CMN-JShot=4-shot, Way=5-way2022.04 | 77.3 | |
| TRX (Ω={2,3})Shot=2-shot, Way=5-way2022.04 | 76.2 | |
| Plain CMNShot=5-shot, Way=5-way2022.04 | 76 | |
| OTAMShot=2-shot, Way=5-way2022.04 | 75.9 | |
| CMN-JShot=3-shot, Way=5-way2022.04 | 75.6 | |
| TRX (Ω={1})Shot=2-shot, Way=5-way2022.04 | 75.4 | |
| MAMLShot=5-shot, Way=5-way2022.04 | 75.3 | |
| Plain CMNShot=4-shot, Way=5-way2022.04 | 74.7 | |
| MatchingNetShot=5-shot, Way=5-way2022.04 | 74.6 | |
| HyRSMShot=1-shot, Way=5-way2022.04 | 73.7 | |
| ITANetShot=1-shot, Way=5-way2022.04 | 73.6 | |
| OTAMShot=1-shot, Way=5-way2022.04 | 73 | |
| Plain CMNShot=3-shot, Way=5-way2022.04 | 72.5 | |
| MAMLShot=4-shot, Way=5-way2022.04 | 72.1 | |
| MatchingNetShot=4-shot, Way=5-way2022.04 | 71.8 | |
| MAMLShot=3-shot, Way=5-way2022.04 | 70 | |
| CMN-JShot=2-shot, Way=5-way2022.04 | 70 | |
| MatchingNetShot=3-shot, Way=5-way2022.04 | 69.2 | |
| Plain CMNShot=2-shot, Way=5-way2022.04 | 67.5 | |
| MAMLShot=2-shot, Way=5-way2022.04 | 65.5 | |
| TARNShot=1-shot, Way=5-way2022.04 | 64.8 | |
| MatchingNetShot=2-shot, Way=5-way2022.04 | 64.3 | |
| ARNShot=1-shot, Way=5-way2022.04 | 63.7 | |
| TRX (Ω={1})Shot=1-shot, Way=5-way2022.04 | 63.6 | |
| TRX (Ω={2,3})Shot=1-shot, Way=5-way2022.04 | 63.6 | |
| CMN-JShot=1-shot, Way=5-way2022.04 | 60.5 | |
| Plain CMNShot=1-shot, Way=5-way2022.04 | 57.3 | |
| MAMLShot=1-shot, Way=5-way2022.04 | 54.2 | |
| MatchingNetShot=1-shot, Way=5-way2022.04 | 53.3 |