Human-Centric Referring Expression Comprehension (HC-REC) on HC-RefLoCo (val)
94.12Acc@0.50Qwen3.0-VL-8B
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Qwen3.0-VL-8BParameters=8B2026.03 | 94.12 | 79.92 | 1 | 80.45 | 1 | |
| InternVL3.5-8BParameters=8B2026.03 | 88.32 | 67.18 | 2 | 76.91 | 2 | |
| Qwen2.0-VL-7BParameters=7B2026.03 | 83.96 | 65.32 | 3 | 73.75 | 3 | |
| InternVL2.0-8BParameters=8B2026.03 | 75.92 | 54.03 | 4 | 68.02 | 4 | |
| Qwen2.5-VL-7BParameters=7B2026.03 | 75.02 | 52.83 | 5 | 66.04 | 5 | |
| InternVL3.0-8BParameters=8B2026.03 | 68.17 | 47.9 | 6 | 61 | 6 | |
| InternVL2.5-8BParameters=8B2026.03 | 50.39 | 30.48 | 7 | 44.47 | 7 | |
| QwenVL-7B-ChatParameters=7B2026.03 | 32.84 | 26.87 | 8 | 33.13 | 8 | |
| LLaVA-1.5-13BParameters=13B2026.03 | 19.06 | 8.21 | 9 | 19.36 | 9 | |
| Gemma-3-12BParameters=12B2026.03 | 9.21 | 2.19 | 10 | 8.6 | 10 | |
| LLaVA-1.6-13BParameters=13B2026.03 | 6.26 | 1.4 | 11 | 6.12 | 11 |