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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 | DRIVE | 30 | Jul 2, 2026 | ||
| Handwriting Retrieval | Handwriting In-Domain Set | 30 | Feb 27, 2026 | ||
| Patch-level histology classification | SICAP | 30 | Feb 26, 2026 | ||
| Patch-level histology classification | NCT | 30 | Feb 26, 2026 | ||
| Forgery Detection | DiFF T2I (test) | 30 | Apr 14, 2026 |
| Forgery Detection | DiFF I2I (test) | 30 | Apr 14, 2026 |
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| Hyperspectral Anomaly Detection | Hyperion | 30 | Apr 14, 2026 |
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| 5-way Few-shot Image Classification | CIFAR-FS | 30 | Feb 26, 2026 |
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| Enhancing Tumor Segmentation | Pretreat-MetsToBrain-Masks (test) | 30 | Feb 26, 2026 |
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| Tumor Core Segmentation | Pretreat-MetsToBrain-Masks (test) | 30 | Feb 26, 2026 |
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| Whole Tumor Segmentation | Pretreat-MetsToBrain-Masks (test) | 30 | Feb 26, 2026 |
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| Instance Segmentation | COCO | 30 | Feb 26, 2026 |
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| Object Detection | COCO | 30 | Feb 26, 2026 |
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| Open-set Palmprint Verification | PolyU (intra-dataset open-set) | 30 | Feb 26, 2026 |
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| Palmprint Recognition | Tongji intra-dataset open-set | 30 | Feb 26, 2026 |
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| Palmprint Recognition | IITD intra-dataset (open-set) | 30 | Feb 26, 2026 |
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| Open-set Palmprint Recognition | PalmVein open-set | 30 | Feb 26, 2026 |
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| Remote Sensing Visual Grounding | DIOR-RSVG official (test) | 30 | Feb 27, 2026 |
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| Contextual Visual Personalization (Editing) | VPTT-Bench 1.0 (test) | 30 | Feb 26, 2026 |
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| Face Swapping Defense | CelebA-HQ (test) | 30 | Apr 24, 2026 |
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| Image Classification | Landmark (test) | 30 | Feb 26, 2026 |
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| Image Classification | Insects Spider (test) | 30 | Feb 26, 2026 |
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| Weather forecasting | ERA5 1.4° grid (test) | 30 | Feb 26, 2026 |
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| Multi-image understanding | QBench2 | 30 | Mar 10, 2026 |
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| Inpainting | Places2 Wide Mask 512x512 (test) | 30 | Feb 26, 2026 |
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