Referring Expression Comprehension on HC-RefCOCOg (test)
81.8Acc@0.50Qwen3.0-VL-8B
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Qwen3.0-VL-8BVersion=3.0-VL, Parameters=8B2026.03 | 81.8 | 77.7 | 63.2 | 1 | 69.2 | 1 | 0.856 | 0.798 | 0.673 | |
| InternVL3.5-8BVersion=3.5, Parameters=8B2026.03 | 80.8 | 76.1 | 61 | 2 | 68.1 | 2 | 0.854 | 0.796 | 0.67 | |
| InternVL2.5-8BVersion=2.5, Parameters=8B2026.03 | 77.5 | 72.2 | 53.3 | 3 | 65.7 | 4 | 0.85 | 0.791 | 0.659 | |
| InternVL2.0-8BVersion=2.0, Parameters=8B2026.03 | 75.5 | 67.2 | 40.8 | 4 | 66.3 | 3 | 0.841 | 0.777 | 0.637 | |
| Qwen2.0-VL-7BVersion=2.0-VL, Parameters=7B2026.03 | 73.5 | 64.7 | 50.7 | 5 | 62.9 | 5 | 0.833 | 0.769 | 0.643 | |
| InternVL3.0-8BVersion=3.0, Parameters=8B2026.03 | 71.3 | 63.9 | 42.7 | 6 | 61.3 | 7 | 0.837 | 0.771 | 0.633 | |
| Qwen2.5-VL-7BVersion=2.5-VL, Parameters=7B2026.03 | 70.9 | 62 | 39 | 7 | 61.8 | 6 | 0.838 | 0.776 | 0.642 | |
| QwenVL-7B-ChatParameters=7B2026.03 | 39.1 | 36.5 | 30.5 | 8 | 39.5 | 8 | 0.78 | 0.724 | 0.616 | |
| LLaVA-1.5-13BVersion=1.5, Parameters=13B2026.03 | 23.6 | 7.6 | 1.5 | 9 | 23.1 | 9 | 0.768 | 0.695 | 0.586 | |
| Gemma-3-12BParameters=12B2026.03 | 8.8 | 0.4 | 0.1 | 10 | 8.2 | 11 | 0.752 | 0.69 | 0.587 | |
| LLaVA-1.6-13BVersion=1.6, Parameters=13B2026.03 | 8.2 | 0.5 | 0.2 | 11 | 8.7 | 10 | 0.752 | 0.693 | 0.591 |