PathBind - Text-only PTA D4: leaderboard
PathBind paper v1 full 18-model answer-accuracy cohort; PathBind-VQA contains 1,500 questions across six diagnostic dimensions and PathBind-PTA contains 600 questions across five dimensions. Legacy pathology datasets retain their exact source splits. Image and text-only prompts share the question and output format; the latter removes only the image. Fixed decoding parameters are not numerically disclosed. API models use official endpoints; open models run locally on eight RTX 4090 GPUs. Unspecified checkpoint variants retain source-qualified identities. The arrows are improvements over text-only, never the reported accuracy. Text-only input; PTA D4. Metric: Score (%).
Metric: Score (%). Source: arxiv.org. Saturation forecast: Around 2030. 18 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | InternVL3-38B | 66.7 | #414 |
| 2 | InternVL3-8B | 65.8 | #621 |
| 3 | Gemini 3 Pro | 63.3 | #82 |
| 4 | GPT-5.4 | 60.8 | #84 |
No result here: #5 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.
Interactive version: theaggregate.ai/benchmark?slug=pathbind-text-only-pta-d4 · How It Works · Data refreshed daily, snapshot 2026-10-26.