Object Detection on Aquarium
53.1APDyHead-Swin-L
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DyHead-Swin-LProtocol=Fine-tuned, Condition=full2021.11 | 53.1 | — | — | — | |
| FlorenceProtocol=Zero-shot2021.11 | 43.1 | — | — | — | |
| DyHead-Swin-LProtocol=Fine-tuned, Condition=5-shot2021.11 | 39 | — | — | — | |
| ZSDProtocol=Zero-shot2021.11 | 16 | — | — | — | |
| CLIP-Style Prompts2025.10 | — | 11.6 | 19.7 | 11.2 | |
| IPS2025.10 | — | 12.4 | 21.5 | 12.1 | |
| VLOD-TTA2025.10 | — | 14.5 | 25.1 | 14.8 | |
| Zero-shot2025.10 | — | 11.9 | 20.3 | 11.6 |