ViewSpatial-Bench: Evaluating Multi-perspective Spatial Localization in Vision-Language Models

Benchmark Model Rank Results
spatial-reasoning-on-viewspatial-benchGPT-4o–Overall: 34.98Camera-based: 33.57Person-based: 36.29
spatial-reasoning-on-viewspatial-benchGemini 2.0 Flash–Overall: 32.56Camera-based: 33.66Person-based: 31.53
spatial-reasoning-on-viewspatial-benchInternVL2.5-2B–Overall: 34.98Camera-based: 32.79Person-based: 37.04
spatial-reasoning-on-viewspatial-benchInternVL2.5-8B–Overall: 43.24Camera-based: 46.48Person-based: 40.20
spatial-reasoning-on-viewspatial-benchInternVL3-14B–Overall: 40.28Camera-based: 47.09Person-based: 33.88
spatial-reasoning-on-viewspatial-benchKimi-VL-A3B-Instruct–Overall: 33.58Camera-based: 25.14Person-based: 41.52
spatial-reasoning-on-viewspatial-benchLLaVA-NeXT-Video-7B–Overall: 30.64Camera-based: 23.80Person-based: 37.07
spatial-reasoning-on-viewspatial-benchLLaVA-OneVision-7B–Overall: 27.49Camera-based: 28.49Person-based: 26.54
spatial-reasoning-on-viewspatial-benchLlama-3.2-11B-Vision–Overall: 28.82Camera-based: 23.73Person-based: 33.61
spatial-reasoning-on-viewspatial-benchMVSM-3B–Overall: 82.09Camera-based: 85.05Person-based: 79.31