Referring Expression Segmentation on PBench
69.2L0: Simple Objects AccuracyQwen3-VL-30B
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Qwen3-VL-30BParameters=30B2026.03 | 69.2 | 68.8 | 61.2 | 52.9 | 55.2 | 8.9 | 52.7 | |
| Moondream2-2BParameters=2B2026.03 | 68 | 58.4 | 46.6 | 43.8 | 36.9 | 14.2 | 44.7 | |
| Qwen3-VL-4BParameters=4B2026.03 | 67.3 | 63.9 | 58.2 | 49 | 48.3 | 8.4 | 49.2 | |
| Qwen3-VL-8BParameters=8B2026.03 | 65.6 | 65.6 | 58.2 | 49.1 | 50.9 | 4.7 | 49 | |
| Falcon PerceptionParameters=0.6B2026.03 | 65.1 | 63.6 | 38 | 53.5 | 49.1 | 72.6 | 57 | |
| SAM 3-0.9BParameters=0.9B2026.03 | 64.3 | 54.4 | 24.6 | 31.6 | 33.3 | 58.4 | 44.4 | |
| Moondream3-9BParameters=9B2026.03 | 63.2 | 59.6 | 41.8 | 45.4 | 42.3 | 12.9 | 50.5 | |
| Qwen3-VL-2BParameters=2B2026.03 | 54.1 | 50.1 | 41.2 | 35.1 | 36.7 | 4.6 | 37 |