Mathematical Reasoning on MathVista (Detailed Accuracy)
88.9Accuracy (All)GLM-4.5-Air-106B-A12B + GeoTikzBridge-Base
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| GLM-4.5-Air-106B-A12B + GeoTikzBridge-BaseTikz-supplementation=true2026.03 | 88.9 | — | — | — | — | — | |
| GPT-OSS-120B + GeoTikzBridge-BaseTikz-supplementation=true2026.03 | 88 | — | — | — | — | — | |
| GLM-Z1-32B + GeoTikzBridge-BaseTikz-supplementation=true2026.03 | 87.5 | — | — | — | — | — | |
| Skywork-OR1-32B + GeoTikzBridge-BaseTikz-supplementation=true2026.03 | 86.1 | — | — | — | — | — | |
| Qwen3-30B-A3B + GeoTikzBridge-BaseTikz-supplementation=true2026.03 | 85.6 | — | — | — | — | — | |
| DS-R1-Distill-Qwen-32B + GeoTikzBridge-BaseTikz-supplementation=true2026.03 | 84.1 | — | — | — | — | — | |
| Doubao-pro-1.52026.01 | 79.5 | 77.7 | 88.9 | 86 | 82.3 | 62 | |
| COGFLOW-7BParameters=7B2026.01 | 76.8 | 70.4 | 93.1 | 73.7 | 86.9 | 59.3 | |
| GLM4.5-V-106B-A12B + GeoTikzBridge-BaseTikz-supplementation=true2026.03 | 76.4 | — | — | — | — | — | |
| Qwen3-VL-30B-A3B + GeoTikzBridge-BaseTikz-supplementation=true2026.03 | 74.5 | — | — | — | — | — | |
| GLM4.5-V-106B-A12BTikz-supplementation=false2026.03 | 74.5 | — | — | — | — | — | |
| VL-RethinkerParameters=7B2026.01 | 73.7 | — | — | — | — | — | |
| GeminiVersion=2.0-Flash2026.01 | 73.4 | — | — | — | — | — | |
| ReVisual-R12026.01 | 73.1 | — | — | — | — | — | |
| InternVL3.5-38B + GeoTikzBridge-BaseTikz-supplementation=true2026.03 | 71.8 | — | — | — | — | — | |
| WeThink2026.01 | 70.9 | — | — | — | — | — | |
| Qwen3-VL-30B-A3BTikz-supplementation=false2026.03 | 69.7 | — | — | — | — | — | |
| X-REASONER2026.01 | 69 | — | — | — | — | — | |
| InternVL3.5-38BTikz-supplementation=false2026.03 | 68.8 | — | — | — | — | — | |
| Claude 3.5 Sonnet2026.01 | 67.7 | — | — | — | — | — | |
| InternVL3-78BTikz-supplementation=false2026.03 | 66.3 | — | — | — | — | — | |
| Qwen2.5-VL-32BTikz-supplementation=false2026.03 | 65.4 | — | — | — | — | — | |
| GPT-4oTikz-supplementation=false2026.03 | 64.7 | — | — | — | — | — | |
| Claude3.5-SonnetTikz-supplementation=false2026.03 | 64.4 | — | — | — | — | — | |
| Qwen2.5-VL-72BTikz-supplementation=false2026.03 | 64.4 | — | — | — | — | — | |
| GPT-4o2026.01 | 63.8 | — | — | — | — | — | |
| Skywork-R1VParameters=38B2026.01 | 60.6 | — | — | — | — | — | |
| Gemini-1.5-ProTikz-supplementation=false2026.03 | 58.9 | — | — | — | — | — | |
| GPT-4-turboTikz-supplementation=false2026.03 | 58.3 | — | — | — | — | — | |
| GPT-4VTikz-supplementation=false2026.03 | 50.5 | — | — | — | — | — | |
| MultiMathParameters=7B2026.01 | 50 | 40.1 | 66.8 | 61.8 | 50 | 33 | |
| GPT-4V2026.01 | 49.9 | 43.1 | 50.5 | 57.5 | 65.2 | 38 | |
| GeminiVersion=1.0-Pro2026.01 | 47.7 | 48.3 | 35.1 | 50.5 | 65.8 | 42.5 | |
| SVE-MathParameters=7B2026.01 | 37.4 | 31.9 | 53.9 | 29 | 41.4 | 30.8 | |
| SPHINX-Plus2026.01 | 36.7 | 54.6 | 16.4 | 23.1 | 41.8 | 43 | |
| VCAR2026.01 | 33.7 | 30.9 | 34.6 | 38.7 | 37.3 | 28.5 | |
| LLaVA-1.5Parameters=13B2026.01 | 26.8 | 19.7 | 20.2 | 18.8 | 45.6 | 36.9 | |
| TinyLLaVAParameters=3B2026.01 | 26.7 | 20.4 | 19.7 | 23.1 | 44.9 | 31.8 | |
| G-LLaVAParameters=7B2026.01 | 25.1 | 19.1 | 48.7 | 3.6 | 25 | 28.7 | |
| LLaMA-Adapter-V2Parameters=7B2026.01 | 23.9 | 21.2 | 25.5 | 11.3 | 32.3 | 31.8 | |
| MiniGPT-v2Parameters=7B2026.01 | 23.1 | 18.6 | 26 | 13.4 | 30.4 | 30.2 | |
| mPLUG-Owl2Parameters=7B2026.01 | 22.2 | 22.7 | 23.6 | 10.2 | 27.2 | 27.9 | |
| LLaVA-1.5Parameters=7B2026.01 | 20 | 22.7 | 7.7 | 11.8 | 26.6 | 33 |