Active Vision Spatial Understanding on S3-Eval real
57.8Overall ScoreAMF-VLM
Evaluation Results
| Method | Links | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| AMF-VLM2026.03 | 57.8 | 41 | 37 | 48.2 | 50.1 | 71.8 | 45.1 | 77.5 | 75.5 | 59.7 | 44.5 | 49.7 | 70.9 | 64 | 72 | 64.4 | |
| Think3D2026.03 | 42 | 28 | 30.1 | 29.4 | 25.6 | 61 | 24.7 | 37.8 | 63.9 | 53.3 | 46.9 | 50.3 | 28 | 54.1 | 49.9 | 52 | |
| CoV2026.03 | 40.8 | 26.6 | 28.8 | 28.7 | 24.8 | 57.2 | 22.5 | 38.2 | 65.4 | 51.6 | 44.4 | 49.6 | 25.8 | 54.5 | 48.8 | 51.5 | |
| Qwen2-VL-8B2026.03 | 39 | 25.3 | 27.7 | 27.6 | 23.7 | 57.3 | 22.1 | 36.1 | 59.8 | 49.3 | 41.6 | 48.5 | 25 | 51.9 | 47.3 | 50 |