Action Recognition on SS v2 (test)
88.5AccuracyOtter
Evaluation Results
| Method | Links | |
|---|---|---|
| OtterNumber of shots=5-shot, Evaluation protocol=Regular testing, Training source dataset=SSv22025.11 | 88.5 | |
| MantaNumber of shots=5-shot, Evaluation protocol=Regular testing, Training source dataset=SSv22025.11 | 87.4 | |
| OtterNumber of shots=5-shot, Evaluation protocol=Cross-dataset testing, Training source dataset=Kinetics2025.11 | 86.7 | |
| MantaNumber of shots=5-shot, Evaluation protocol=Cross-dataset testing, Training source dataset=Kinetics2025.11 | 86.4 | |
| SOAPNumber of shots=5-shot, Evaluation protocol=Regular testing, Training source dataset=SSv22025.11 | 85.8 | |
| SOAPNumber of shots=5-shot, Evaluation protocol=Cross-dataset testing, Training source dataset=Kinetics2025.11 | 84.5 | |
| DISTShot=5-shot, Backbone=CLIP ViT-B, N-way=5-way, Evaluation Protocol=combined few-shot and zero-shot2026.02 | 75.8 | |
| CLIP-FSARShot=5-shot, Backbone=CLIP ViT-B, N-way=5-way, Evaluation Protocol=combined few-shot and zero-shot2026.02 | 72.1 | |
| MoLoNumber of shots=5-shot, Evaluation protocol=Regular testing, Training source dataset=SSv22025.11 | 70.7 | |
| MoLoNumber of shots=5-shot, Evaluation protocol=Cross-dataset testing, Training source dataset=Kinetics2025.11 | 68.7 | |
| OtterNumber of shots=1-shot, Evaluation protocol=Regular testing, Training source dataset=SSv22025.11 | 64.7 | |
| DISTShot=1-shot, Backbone=CLIP ViT-B, N-way=5-way, Evaluation Protocol=combined few-shot and zero-shot2026.02 | 64.6 | |
| MantaNumber of shots=1-shot, Evaluation protocol=Regular testing, Training source dataset=SSv22025.11 | 63.4 | |
| OtterNumber of shots=1-shot, Evaluation protocol=Cross-dataset testing, Training source dataset=Kinetics2025.11 | 63.1 | |
| CLIP-FSARShot=1-shot, Backbone=CLIP ViT-B, N-way=5-way, Evaluation Protocol=combined few-shot and zero-shot2026.02 | 62.1 | |
| SOAPNumber of shots=1-shot, Evaluation protocol=Regular testing, Training source dataset=SSv22025.11 | 61.9 | |
| MantaNumber of shots=1-shot, Evaluation protocol=Cross-dataset testing, Training source dataset=Kinetics2025.11 | 61.5 | |
| SOAPNumber of shots=1-shot, Evaluation protocol=Cross-dataset testing, Training source dataset=Kinetics2025.11 | 60 | |
| MoLoNumber of shots=1-shot, Evaluation protocol=Regular testing, Training source dataset=SSv22025.11 | 56.6 | |
| MoLoNumber of shots=1-shot, Evaluation protocol=Cross-dataset testing, Training source dataset=Kinetics2025.11 | 53.7 |