Visual Spatial Reasoning on SpaceVista-Bench Indoor
45.1ScoreVLM-3R
Evaluation results
| Method | Links | |
|---|---|---|
| VLM-3RModel Category=Open-Source Specialized Models, Instruction-tuned=true, Resolution=Same, FPS=Same2025.10 | 45.1 | |
| SpaceVista-7bModel Category=Open-Source Specialized Models, Instruction-tuned=true, Resolution=Same, FPS=Same2025.10 | 44.1 | |
| Internvl3-78BModel Category=Open-Source General Models, Instruction-tuned=true, Resolution=Same, FPS=Same2025.10 | 42.2 | |
| Internvl3.5-38BModel Category=Open-Source General Models, Instruction-tuned=true, Resolution=Same, FPS=Same2025.10 | 41.2 | |
| GPT-5Model Category=Closed-sourced Commercial Models, Instruction-tuned=true, Resolution=Same, FPS=Same2025.10 | 39 | |
| Claude-Sonnet-4Model Category=Closed-sourced Commercial Models, Instruction-tuned=true, Resolution=Same, FPS=Same2025.10 | 38.1 | |
| Qwen2.5VL-32BModel Category=Open-Source General Models, Instruction-tuned=true, Resolution=Same, FPS=Same2025.10 | 38.1 | |
| Spatial-MLLMModel Category=Open-Source Specialized Models, Instruction-tuned=true, Resolution=Same, FPS=Same2025.10 | 36.1 | |
| SpaceRModel Category=Open-Source Specialized Models, Instruction-tuned=true, Resolution=Same, FPS=Same2025.10 | 34.9 | |
| Internvl3-38BModel Category=Open-Source General Models, Instruction-tuned=true, Resolution=Same, FPS=Same2025.10 | 34.8 | |
| Gemini-2.5-proModel Category=Closed-sourced Commercial Models, Instruction-tuned=true, Resolution=Same, FPS=Same2025.10 | 34.5 | |
| GPT-4oModel Category=Closed-sourced Commercial Models, Instruction-tuned=true, Resolution=Same, FPS=Same2025.10 | 34.3 | |
| Internvl3.5-14BModel Category=Open-Source General Models, Instruction-tuned=true, Resolution=Same, FPS=Same2025.10 | 31.3 | |
| Qwen2.5VL-72BModel Category=Open-Source General Models, Instruction-tuned=true, Resolution=Same, FPS=Same2025.10 | 29.6 | |
| GLM-4.1V-ThinkingModel Category=Open-Source General Models, Instruction-tuned=true, Resolution=Same, FPS=Same2025.10 | 29 | |
| GLM-4.5VModel Category=Open-Source General Models, Instruction-tuned=true, Resolution=Same, FPS=Same2025.10 | 27.3 | |
| Claude-Opus-4.1Model Category=Closed-sourced Commercial Models, Instruction-tuned=true, Resolution=Same, FPS=Same2025.10 | 24.3 | |
| Gemini-2.5-flashModel Category=Closed-sourced Commercial Models, Instruction-tuned=true, Resolution=Same, FPS=Same2025.10 | 19.9 | |
| LLAVA-Onevision-72BModel Category=Open-Source General Models, Instruction-tuned=true, Resolution=Same, FPS=Same2025.10 | 15.3 | |
| LLAVA-Onevision-7BModel Category=Open-Source General Models, Instruction-tuned=true, Resolution=Same, FPS=Same2025.10 | 13.3 |