Visual Question Answering on CktBench
83.058AccuracyGPT 5.1
Evaluation Results
| Method | Links | |
|---|---|---|
| GPT 5.1Reasoning Protocol=SPARC2026.06 | 83.058 | |
| SPARC2026.06 | 83.058 | |
| CLAUDE S4Reasoning Protocol=SPARC2026.06 | 81.991 | |
| GPT 4OReasoning Protocol=SPARC2026.06 | 80.829 | |
| QWEN3 I.Reasoning Protocol=SPARC2026.06 | 80.581 | |
| GLM 4.5VReasoning Protocol=SPARC2026.06 | 72.116 | |
| MATH.2026.06 | 54.378 | |
| MATHSENSEI2026.06 | 54.378 | |
| CLAUDE S4Reasoning Protocol=COT2026.06 | 51.659 | |
| GPT 5.1Reasoning Protocol=COT2026.06 | 46.221 | |
| GPT 5.1Reasoning Protocol=CODE2026.06 | 45.5 | |
| GPT 4OReasoning Protocol=COT2026.06 | 43.151 | |
| QWEN3 I.Reasoning Protocol=COT2026.06 | 41.667 | |
| NOTEMR2026.06 | 38.116 | |
| NOTEMR2026.06 | 38.116 | |
| GIFOMR2026.06 | 36.633 | |
| GIFOMR2026.06 | 36.633 | |
| GLM 4.5VReasoning Protocol=COT2026.06 | 31.662 | |
| CLAUDE S4Reasoning Protocol=CODE2026.06 | 31.5 | |
| QWEN3 I.Reasoning Protocol=CODE2026.06 | 27.012 | |
| REFLEC.2026.06 | 22.255 | |
| REFLECTIVA2026.06 | 22.255 | |
| GPT 4OReasoning Protocol=CODE2026.06 | 14.03 | |
| GLM 4.5VReasoning Protocol=CODE2026.06 | 12.54 |