Human-Centric Referring Expression Comprehension (HC-REC) on HC-RefLoCo (test)
94.18Accuracy@0.5Qwen3.0-VL-8B
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Qwen3.0-VL-8BParameters=8B2026.03 | 94.18 | 80.24 | 1 | 81.28 | 1 | 93.88 | 81.43 | |
| InternVL3.5-8BParameters=8B2026.03 | 88.66 | 67.33 | 2 | 77.46 | 2 | 90.03 | 73.23 | |
| Qwen2.0-VL-7BParameters=7B2026.03 | 84.51 | 65.42 | 3 | 74.49 | 3 | 86.52 | 71.23 | |
| InternVL2.0-8BParameters=8B2026.03 | 75.34 | 53.5 | 4 | 68.6 | 4 | 81.2 | 64.12 | |
| Qwen2.5-VL-7BParameters=7B2026.03 | 75.22 | 52.88 | 5 | 66.5 | 5 | 82.6 | 65.26 | |
| InternVL3.0-8BParameters=8B2026.03 | 67.42 | 47.2 | 6 | 60.95 | 6 | 76.3 | 60.71 | |
| InternVL2.5-8BParameters=8B2026.03 | 49.7 | 30.41 | 7 | 44.78 | 7 | 66.18 | 51.44 | |
| QwenVL-7B-ChatParameters=7B2026.03 | 33.14 | 26.99 | 8 | 33.32 | 8 | 49.59 | 43.03 | |
| LLaVA-1.5-13BParameters=13B2026.03 | 19.57 | 8.34 | 9 | 19.66 | 9 | 43.04 | 33.53 | |
| Gemma-3-12BParameters=12B2026.03 | 9.2 | 2.2 | 10 | 8.6 | 10 | 42.7 | 35 | |
| LLaVA-1.6-13BParameters=13B2026.03 | 6.21 | 1.44 | 11 | 5.89 | 11 | 33.35 | 27.97 |