Fine-grained Image Classification on UCF101 (Acc, ECE, SCE)
68.72AccuracyDynaPrompt (Paper)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DynaPrompt (Paper)Backbone=CLIP-ViT/B16, Framework=DynaPrompt, Hard Prompt=a photo of a2026.04 | 68.72 | — | — | |
| DynaPrompt (Replication)Backbone=CLIP-ViT/B16, Framework=DynaPrompt, Hard Prompt=a photo of a2026.04 | 68.17 | 13.72 | 49 | |
| DynaPrompt+FPPBackbone=CLIP-ViT/B16, Framework=DynaPrompt, Hard Prompt=a photo of a2026.04 | 66.09 | 2.2 | 53 | |
| DynaPrompt+C-TPTBackbone=CLIP-ViT/B16, Framework=DynaPrompt, Hard Prompt=a photo of a2026.04 | 65.74 | 5.33 | 49 | |
| DynaPrompt+O-TPTBackbone=CLIP-ViT/B16, Framework=DynaPrompt, Hard Prompt=a photo of a2026.04 | 65.69 | 3.43 | 51 |