Medical Image Classification on PathCLS
58.2AccuracyOctoTools
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| OctoToolsBackbone=gpt-4o-2024-08-06, Modality=Vision, Domain=Medical, Visual Understanding=true, Numerical Calculation=false, Knowledge Retrieval=false, Multi-step Reasoning=true2025.02 | 58.2 | 22.2 | 20.7 | |
| CoTBackbone=gpt-4o-2024-08-06, Modality=Vision, Domain=Medical, Visual Understanding=true, Numerical Calculation=false, Knowledge Retrieval=false, Multi-step Reasoning=true2025.02 | 37.5 | — | — | |
| OctoToolsbaseBackbone=gpt-4o-2024-08-06, Modality=Vision, Domain=Medical, Visual Understanding=true, Numerical Calculation=false, Knowledge Retrieval=false, Multi-step Reasoning=true2025.02 | 37 | — | — | |
| 0-shotBackbone=gpt-4o-2024-08-06, Modality=Vision, Domain=Medical, Visual Understanding=true, Numerical Calculation=false, Knowledge Retrieval=false, Multi-step Reasoning=true2025.02 | 36 | — | — |