Generalized Category Discovery on Stanford Action, Location, Mood (Novel)
85.1Action AccOAK
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| OAKBackbone=ViT-B/162025.12 | 85.1 | 88.4 | 87.4 | 47.1 | |
| CLIP-ZS + GT vocabBackbone=ViT-B/162025.12 | 80.3 | 59.7 | 65.8 | 29.4 | |
| GCDBackbone=ViT-B/162025.12 | 67.8 | 80.8 | 40.6 | 0 | |
| SS-KMeansBackbone=ViT-B/162025.12 | 53.9 | 71.1 | 78.2 | 35.3 | |
| CLIP-ZS + LLM vocabBackbone=ViT-B/162025.12 | 38.6 | 34.2 | 35.4 | 0 |