Few-shot Action Recognition on SS Full meta v2 (test)
69AccuracyHyRSM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| HyRSMShot=5-shot, Way=5-way2022.04 | 69 | — | |
| HyRSMShot=4-shot, Way=5-way2022.04 | 67.9 | — | |
| HyRSMShot=3-shot, Way=5-way2022.04 | 65.1 | — | |
| TRX (Ω={2,3})Shot=5-shot, Way=5-way2022.04 | 64.6 | — | |
| ITANetShot=5-shot, Way=5-way2022.04 | 62.3 | — | |
| HyRSMShot=2-shot, Way=5-way2022.04 | 62.2 | — | |
| TRX (Ω={2,3})Shot=4-shot, Way=5-way2022.04 | 61.1 | — | |
| ITANetShot=4-shot, Way=5-way2022.04 | 61 | — | |
| TRX (Ω={1})Shot=5-shot, Way=5-way2022.04 | 60.6 | — | |
| TTANShot=5-shot, Way=5-way2022.04 | 60.4 | — | |
| TTANShot=4-shot, Way=5-way2022.04 | 59.3 | — | |
| ITANetShot=3-shot, Way=5-way2022.04 | 59.1 | — | |
| TRX (Ω={1})Shot=4-shot, Way=5-way2022.04 | 58 | — | |
| TRX (Ω={2,3})Shot=3-shot, Way=5-way2022.04 | 57.6 | — | |
| TTANShot=3-shot, Way=5-way2022.04 | 57.3 | — | |
| ITANetShot=2-shot, Way=5-way2022.04 | 55.5 | — | |
| TRX (Ω={1})Shot=3-shot, Way=5-way2022.04 | 54.4 | — | |
| HyRSMShot=1-shot, Way=5-way2022.04 | 54.3 | — | |
| TRX (Ω={2,3})Shot=2-shot, Way=5-way2022.04 | 53.1 | — | |
| TTANShot=2-shot, Way=5-way2022.04 | 52.5 | — | |
| OTAMShot=5-shot, Way=5-way2022.04 | 52.3 | — | |
| OTAMShot=4-shot, Way=5-way2022.04 | 52 | — | |
| OTAMShot=3-shot, Way=5-way2022.04 | 51.5 | — | |
| TRX (Ω={1})Shot=2-shot, Way=5-way2022.04 | 49.7 | — | |
| ITANetShot=1-shot, Way=5-way2022.04 | 49.2 | — | |
| OTAMShot=2-shot, Way=5-way2022.04 | 49.1 | — | |
| TRN++Shot=5-shot, Way=5-way2022.04 | 48.9 | — | |
| TAMTPre-trained Dataset=K400, Tuned Dataset=UCF, Backbone=ViT-S, Resolution=112 x 1122024.11 | 48.24 | 43.02 | |
| TTANShot=1-shot, Way=5-way2022.04 | 46.3 | — | |
| TAMTPre-trained Dataset=K400, Tuned Dataset=HMDB, Backbone=ViT-S, Resolution=112 x 1122024.11 | 45.25 | 43.22 | |
| CMN++Shot=5-shot, Way=5-way2022.04 | 43.8 | — | |
| OTAMShot=1-shot, Way=5-way2022.04 | 42.8 | — | |
| TRX (Ω={2,3})Shot=1-shot, Way=5-way2022.04 | 42 | — | |
| TRX (Ω={1})Shot=1-shot, Way=5-way2022.04 | 38.8 | — | |
| TRN++Shot=1-shot, Way=5-way2022.04 | 38.6 | — | |
| CMN++Shot=1-shot, Way=5-way2022.04 | 34.4 | — | |
| CDFSL-VPre-trained Dataset=K400, Tuned Dataset=UCF, Backbone=ViT-S, Resolution=112 x 1122024.11 | 32.98 | 24.36 | |
| CDFSL-VPre-trained Dataset=K400, Tuned Dataset=HMDB, Backbone=ViT-S, Resolution=112 x 1122024.11 | 31.42 | 21.39 |