OOD Generalization on OODCV
58.36AccuracyDINOv2
Evaluation results
| Method | Links | |
|---|---|---|
| DINOv2LLM=Qwen2-7B2026.02 | 58.36 | |
| DINOv2LLM=Phi22026.02 | 58 | |
| mFRESALLM=Qwen2-7B2026.02 | 57.31 | |
| DINOSAURv2LLM=Qwen2-7B2026.02 | 56.66 | |
| mFRESALLM=Phi22026.02 | 55.57 | |
| FT-DINOSAURLLM=Phi22026.02 | 55.18 | |
| StableLSDLLM=Qwen2-7B2026.02 | 55.08 | |
| SPOTLLM=Qwen2-7B2026.02 | 54.07 | |
| DINOSAURv2LLM=Phi22026.02 | 53.9 | |
| SPOTLLM=Phi22026.02 | 53.34 | |
| FT-DINOSAURLLM=Qwen2-7B2026.02 | 53.28 | |
| VQDINOMLPLLM=Qwen2-7B2026.02 | 53.18 | |
| StableLSDLLM=Phi22026.02 | 52.89 | |
| Slot DiffusionLLM=Qwen2-7B2026.02 | 52.56 | |
| DINOSAURLLM=Qwen2-7B2026.02 | 52.52 | |
| VQDINOMLPLLM=Phi22026.02 | 52.03 | |
| DINOSAURLLM=Phi22026.02 | 51.97 | |
| Slot DiffusionLLM=Phi22026.02 | 51.34 | |
| Blind-VLMLLM=Qwen2-7B2026.02 | 51.01 | |
| Blind-VLMLLM=Phi22026.02 | 50.98 |