Fine-grained Image Classification on CUB (Tracking Teacher Queries)
76.4AccuracyGPT-4o
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GPT-4o2025.10 | 76.4 | — | |
| Offline ICDBackbone=LLaVA-OneVision2025.10 | 73.1 | 100 | |
| Offline ICDBackbone=InternVL2.52025.10 | 62.9 | 100 | |
| ICDBackbone=LLaVA-OneVision2025.10 | 60.3 | 4.2 | |
| ICDBackbone=InternVL2.52025.10 | 56.5 | 6.8 | |
| BestofNBackbone=LLaVA-OneVision2025.10 | 29.8 | — | |
| Self-labelingBackbone=LLaVA-OneVision2025.10 | 27.2 | — | |
| 0-shotBackbone=LLaVA-OneVision2025.10 | 26.9 | — | |
| CoTBackbone=LLaVA-OneVision2025.10 | 18.9 | — | |
| BestofNBackbone=InternVL2.52025.10 | 14.2 | — | |
| CoTBackbone=InternVL2.52025.10 | 12.8 | — | |
| Self-labelingBackbone=InternVL2.52025.10 | 11.8 | — | |
| 0-shotBackbone=InternVL2.52025.10 | 10.5 | — |