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SOTA2 Research · benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
| Task | Dataset | Domain | Trend | Results | Last Update |
|---|---|---|---|---|---|
| Multi-Agent Reinforcement Learning | MatGame | 96 | May 4, 2026 | ||
| Virtual Screening | LIT-PCBA Corrected canonical SMILES (Entire set) | 96 | Apr 28, 2026 | ||
| 3D Reconstruction | Tanks & Temples ρ = 16/255 (test) | 96 | Apr 21, 2026 | ||
| Medical Visual Question Answering | Pooled Medical VQA Datasets Open | 96 | Apr 6, 2026 | ||
| Medical Visual Question Answering | Pooled Medical VQA Datasets Closed |
| 96 |
| Apr 6, 2026 |
| Medical Visual Question Answering | SLAKE Open 1.0 (test) | 96 | Apr 6, 2026 |
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| Medical Visual Question Answering | SLAKE Closed 1.0 (test) | 96 | Apr 6, 2026 |
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| Medical Visual Question Answering | Pooled Medical VQA Datasets Open 5-fold CV | 96 | Apr 6, 2026 |
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| Medical Visual Question Answering | Pooled Medical VQA Datasets Closed (5-fold CV) | 96 | Apr 6, 2026 |
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| Medical Visual Question Answering | VQA-RAD (Closed) | 96 | Apr 6, 2026 |
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| Medical Visual Question Answering | SLAKE Open | 96 | Apr 6, 2026 |
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| Medical Visual Question Answering | SLAKE Closed | 96 | Apr 6, 2026 |
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| Visual Question Answering | VQA-RAD (Open) | 96 | Apr 6, 2026 |
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| Visual Question Answering | VQA-RAD Closed | 96 | Apr 6, 2026 |
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| Visual Question Answering | VQA-Med Open | 96 | Apr 6, 2026 |
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| Visual Question Answering | VQA-Med Closed | 96 | Apr 6, 2026 |
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| Medical Visual Question Answering | VQA-Med Closed | 96 | Apr 6, 2026 |
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| Untargeted Score-based Black-box Attack | ImageNet | 96 | Mar 24, 2026 |
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| Targeted Score-based Black-box Attack | ImageNet | 96 | Mar 24, 2026 |
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| Image Classification | 20 tasks collection | 96 | Apr 28, 2026 |
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| Text-to-motion generation | HumanML3D | 96 | Jul 3, 2026 |
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| Image Classification | ImageNet 1k | 96 | Mar 9, 2026 |
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| 3D Reconstruction | DTU (test) | 96 | Mar 9, 2026 |
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| Video Understanding | Video-MME | 96 | Mar 25, 2026 |
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| Multimodal Summarization | MM-Sum Zero-Resource Languages (test) | 96 | Feb 27, 2026 |
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