Block Counting on OrthoMind-3D
95Block Count Score3ViewSense-4B-rl-strict
Evaluation results
| Method | Links | ||
|---|---|---|---|
| 3ViewSense-4B-rl-strictbase_model=Qwen3-VL-4B-Instruct, training=rl, reward=strict2026.03 | 95 | 88.2 | |
| 3ViewSense-4B-rl-slackbase_model=Qwen3-VL-4B-Instruct, training=rl, reward=slack2026.03 | 94.4 | 88.6 | |
| 3ViewSense-4B-sftbase_model=Qwen3-VL-4B-Instruct, training=sft2026.03 | 33.4 | 63.1 | |
| Claude-Sonnet-4.5type=Proprietary2026.03 | 19 | 63.4 | |
| Gemini-2.0-Flashtype=Proprietary2026.03 | 18.2 | 54 | |
| XiaoMiMo-VL-7B-RLtype=Open Source2026.03 | 18.2 | 59.2 | |
| GPT-4otype=Proprietary2026.03 | 15.8 | 53.2 | |
| GPT-5type=Proprietary2026.03 | 15.8 | 50.7 | |
| InternVL3.5-8Btype=Open Source2026.03 | 15.6 | 54.5 | |
| GLM4.1V-9Btype=Open Source2026.03 | 15 | 42.5 | |
| Gemini-3-protype=Proprietary2026.03 | 13.8 | 80.2 | |
| SpaceQwen2.5-VL-3B-Instructtype=Specialized Spatial Reasoning2026.03 | 10.6 | 48.6 | |
| InternVL3.5-4Btype=Open Source2026.03 | 10.6 | 53.2 | |
| Qwen3-VL-8B-Instructtype=Open Source2026.03 | 10.6 | 43.8 | |
| SpaceOm-4Btype=Specialized Spatial Reasoning2026.03 | 10.4 | 47.2 | |
| Qwen2.5-VL-3Btype=Open Source2026.03 | 10.4 | 47.4 | |
| Qwen2.5-VL-7Btype=Open Source2026.03 | 9.2 | 42.1 | |
| SpatialLadder-3Btype=Specialized Spatial Reasoning2026.03 | 8.4 | 27.4 | |
| Qwen3-VL-4B-Instructtype=Open Source2026.03 | 6.2 | 43.4 | |
| Spatial-MLLM-4Btype=Specialized Spatial Reasoning2026.03 | 1.8 | 24.8 |