Spatial Understanding on RefRec pt-PT
86.9AccuracyGLM-4.6V-Flash
Evaluation results
| Method | Links | |
|---|---|---|
| GLM-4.6V-FlashOpen weights=true2026.06 | 86.9 | |
| Qwen3.5-9BOpen weights=true2026.06 | 83.6 | |
| AMALIA-VL-DPOOpen weights=true, Fully open vision data=true, Fully open LLM=true2026.06 | 81.3 | |
| AMALIA-VLOpen weights=true, Fully open vision data=true, Fully open LLM=true2026.06 | 80 | |
| LLaVA-OV1.5-8BOpen weights=true, Fully open vision data=true2026.06 | 78.1 | |
| Nemotron-Nano-12BOpen weights=true2026.06 | 62.3 | |
| MiniCPM-V4Open weights=true2026.06 | 45.1 | |
| InternVL3.5-8BOpen weights=true2026.06 | 39.2 | |
| Ministral-3-8BOpen weights=true2026.06 | 26.9 | |
| TowerVision-9BOpen weights=true, Fully open vision data=true2026.06 | 8.3 | |
| Gemma-3-12BOpen weights=true2026.06 | 6.1 | |
| EuroVLM-9BOpen weights=true, Fully open LLM=true2026.06 | 5.1 | |
| Molmo2-8BOpen weights=true, Fully open vision data=true, Fully open LLM=true2026.06 | 3.5 | |
| Qwen3-VL-8BOpen weights=true2026.06 | 0.2 | |
| Salamandra-VL-7BOpen weights=true, Fully open vision data=true, Fully open LLM=true2026.06 | 0 | |
| Perception-LM-8BOpen weights=true, Fully open vision data=true, Fully open LLM=true2026.06 | 0 |