Action Recognition on Kinetics50-C audio corruptions
75.7Accuracy (Gaussian Noise)DASP
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| DASPAdaptation=Episodic Adaptation, Modality=Audio, Severity Level=High2026.02 | 75.7 | 71.5 | 71.8 | 72.2 | 74.5 | 71.9 | 72.9 | |
| TSAAdaptation=Episodic Adaptation, Modality=Audio, Severity Level=High, Venue=ICML'252026.02 | 74.3 | 69.3 | 70.4 | 71.2 | 72.3 | 70.6 | 71.3 | |
| READAdaptation=Episodic Adaptation, Modality=Audio, Severity Level=High, Venue=ICLR'242026.02 | 74.1 | 69 | 69.7 | 71.1 | 71.8 | 70.7 | 71.1 | |
| TentAdaptation=Episodic Adaptation, Modality=Audio, Severity Level=High, Venue=ICLR'212026.02 | 73.9 | 67.4 | 69.2 | 70.4 | 66.5 | 70.5 | 69.6 | |
| SourceAdaptation=Episodic Adaptation, Modality=Audio, Severity Level=High2026.02 | 73.7 | 65.5 | 67.9 | 70.3 | 67.9 | 70.3 | 69.3 | |
| EATAAdaptation=Episodic Adaptation, Modality=Audio, Severity Level=High, Venue=ICML'222026.02 | 73.7 | 66.1 | 68.5 | 70.2 | 67.3 | 70.2 | 69.4 | |
| SARAdaptation=Episodic Adaptation, Modality=Audio, Severity Level=High, Venue=ICLR'232026.02 | 73.7 | 65.4 | 68.2 | 69.9 | 67 | 70.2 | 69.1 |