DeepTumorVQA Agent (Oracle Tools): leaderboard
Metric: Answer accuracy (%) on the balanced 10,000-question multiple-choice test subset of DeepTumorVQA, the benchmark ReAct agent loop (up to 8 steps) over 2D inputs, oracle mode: segmentation and measurement tools return values from the expert masks, plus the medical knowledge lookup; higher is better. Source: arxiv.org. Saturation forecast: Around January 2027. 3 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3 Flash | 61.9 |
| 2 | Qwen 3.5 9B | 48.5 |
Interactive version: theaggregate.ai/benchmark?slug=deeptumorvqa-agent-oracle-tools · How It Works · Data refreshed daily, snapshot 2026-10-07.