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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 |
|---|---|---|---|---|---|
| Medical Image Segmentation | ISLES T0 (test) | 31 | Apr 2, 2026 | ||
| Point-level recovery | KITTI-J | 31 | Apr 2, 2026 | ||
| Point-level recovery | nuScenes-J | 31 | Apr 2, 2026 | ||
| Web-based Agent Interaction | WebShop (val) | 31 | Apr 14, 2026 | ||
| Crack Segmentation | Crack500 | 31 | Jun 23, 2026 | ||
| Backdoor Attack in Dataset Condensation |
|---|
| STL10 |
| 31 |
| Apr 1, 2026 |
| Camera Understanding | MegaDepth | 31 | May 15, 2026 |
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| Image Classification | Scene | 31 | Mar 31, 2026 |
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| Audio Question-Answering | MMSU | 31 | Jun 9, 2026 |
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| Common Sense Reasoning and Question Answering | Reasoning Benchmarks Zero-shot (PIQA, ARC, HellaSwag, WinoGrande) | 31 | Mar 27, 2026 |
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| OOD Detection | ImageNet-1k (ID) vs Sun (OOD) 1.0 (test) | 31 | Mar 27, 2026 |
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| Financial Tool-Use | FinToolBench | 31 | Mar 26, 2026 |
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| Frame-level Deepfake Detection | Celeb-DF v2 | 31 | Apr 21, 2026 |
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| Sudoku solving | Sudoku-Extreme (test) | 31 | May 21, 2026 |
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| Image Reconstruction | ImageNet-1k 256x256 | 31 | Jun 1, 2026 |
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| Relation Extraction | Zero-Shot RE WikiData (test) | 31 | Apr 15, 2026 |
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| Human Preference Alignment | PKU-SafeRLHF | 31 | Mar 23, 2026 |
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| Web Navigation | WebArena Lite | 31 | Jun 12, 2026 |
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| Interactive decision making | Virtualhome | 31 | Jun 11, 2026 |
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| Elevation reconstruction | IARPA 3D Mapping Challenge | 31 | May 14, 2026 |
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| Elevation reconstruction | DFC 2019 | 31 | May 14, 2026 |
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| Image Classification | SUN397 | 31 | Apr 1, 2026 |
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| Object Detection | LEVIR-Ship (test) | 31 | Mar 20, 2026 |
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| Change Detection | OSCD (test) | 31 | Mar 20, 2026 |
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| Verilog Code Generation | RTLLM v1.1 | 31 | Apr 13, 2026 |
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