| ViewSpatial-Bench: Evaluating Multi-perspective Spatial Localization in Vision-Language Models | | 82.09 | 85.05 | 79.31 | MVSM-3B | 2025-05-27 |
| Scaling Spatial Intelligence with Multimodal Foundation Models | | 54.7 | | | SenseNova-SI (InternVL3-8B) | 2025-11-17 |
| Scaling Spatial Intelligence with Multimodal Foundation Models | | 52.9 | | | VST-3B-SFT | 2025-11-17 |
| Scaling Spatial Intelligence with Multimodal Foundation Models | | 52.7 | | | SenseNova-SI (InternVL3-2B) | 2025-11-17 |
| Scaling Spatial Intelligence with Multimodal Foundation Models | | 51.2 | | | SenseNova-SI (Qwen3-VL-8B) | 2025-11-17 |
| Scaling Spatial Intelligence with Multimodal Foundation Models | | 50.5 | | | VST-7B-SFT | 2025-11-17 |
| Scaling Spatial Intelligence with Multimodal Foundation Models | | 50.4 | | | Gemini-3-Pro-Preview | 2025-11-17 |
| Scaling Spatial Intelligence with Multimodal Foundation Models | | 46.9 | | | SenseNova-SI (BAGEL-7B-MoT) | 2025-11-17 |
| Scaling Spatial Intelligence with Multimodal Foundation Models | | 46.1 | | | Gemini-2.5-Pro | 2025-11-17 |
| Scaling Spatial Intelligence with Multimodal Foundation Models | | 45.6 | | | GPT-5 | 2025-11-17 |
| Scaling Spatial Intelligence with Multimodal Foundation Models | | 43.9 | | | Seed-1.6 | 2025-11-17 |
| ViewSpatial-Bench: Evaluating Multi-perspective Spatial Localization in Vision-Language Models | | 43.24 | 46.48 | 40.20 | InternVL2.5-8B | 2025-05-27 |
| Scaling Spatial Intelligence with Multimodal Foundation Models | | 43.2 | | | Grok-4 | 2025-11-17 |
| Scaling Spatial Intelligence with Multimodal Foundation Models | | 42.2 | | | Qwen3-VL-8B-Instruct | 2025-11-17 |
| Scaling Spatial Intelligence with Multimodal Foundation Models | | 41.3 | | | BAGEL-7B-MoT | 2025-11-17 |
| Scaling Spatial Intelligence with Multimodal Foundation Models | | 41.3 | | | Cambrian-S-7B | 2025-11-17 |
| Scaling Spatial Intelligence with Multimodal Foundation Models | | 41.0 | | | Cambrian-S-3B | 2025-11-17 |
| ViewSpatial-Bench: Evaluating Multi-perspective Spatial Localization in Vision-Language Models | | 40.28 | 47.09 | 33.88 | InternVL3-14B | 2025-05-27 |
| Scaling Spatial Intelligence with Multimodal Foundation Models | | 39.9 | | | SpatialLadder-3B | 2025-11-17 |
| Scaling Spatial Intelligence with Multimodal Foundation Models | | 38.7 | | | InternVL3-8B | 2025-11-17 |
| Scaling Spatial Intelligence with Multimodal Foundation Models | | 37.0 | | | Qwen3-VL-2B-Instruct | 2025-11-17 |
| Scaling Spatial Intelligence with Multimodal Foundation Models | | 36.9 | | | Qwen2.5-VL-7B-Instruct | 2025-11-17 |
| Scaling Spatial Intelligence with Multimodal Foundation Models | | 35.9 | | | SpaceR-7B | 2025-11-17 |
| Scaling Spatial Intelligence with Multimodal Foundation Models | | 35.7 | | | ViLaSR-7B | 2025-11-17 |
| ViewSpatial-Bench: Evaluating Multi-perspective Spatial Localization in Vision-Language Models | | 34.98 | 32.79 | 37.04 | InternVL2.5-2B | 2025-05-27 |
| ViewSpatial-Bench: Evaluating Multi-perspective Spatial Localization in Vision-Language Models | | 34.98 | 33.57 | 36.29 | GPT-4o | 2025-05-27 |
| Scaling Spatial Intelligence with Multimodal Foundation Models | | 34.7 | | | Spatial-MLLM-4B | 2025-11-17 |
| ViewSpatial-Bench: Evaluating Multi-perspective Spatial Localization in Vision-Language Models | | 33.58 | 25.14 | 41.52 | Kimi-VL-A3B-Instruct | 2025-05-27 |
| Scaling Spatial Intelligence with Multimodal Foundation Models | | 32.6 | | | InternVL3-2B | 2025-11-17 |
| ViewSpatial-Bench: Evaluating Multi-perspective Spatial Localization in Vision-Language Models | | 32.56 | 33.66 | 31.53 | Gemini 2.0 Flash | 2025-05-27 |
| Scaling Spatial Intelligence with Multimodal Foundation Models | | 32.0 | | | Qwen2.5-VL-3B-Instruct | 2025-11-17 |
| ViewSpatial-Bench: Evaluating Multi-perspective Spatial Localization in Vision-Language Models | | 30.64 | 23.80 | 37.07 | LLaVA-NeXT-Video-7B | 2025-05-27 |
| ViewSpatial-Bench: Evaluating Multi-perspective Spatial Localization in Vision-Language Models | | 28.82 | 23.73 | 33.61 | Llama-3.2-11B-Vision | 2025-05-27 |
| ViewSpatial-Bench: Evaluating Multi-perspective Spatial Localization in Vision-Language Models | | 27.49 | 28.49 | 26.54 | LLaVA-OneVision-7B | 2025-05-27 |
| Scaling Spatial Intelligence with Multimodal Foundation Models | | 24.1 | | | MindCube-3B-RawQA-SFT | 2025-11-17 |