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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 |
|---|---|---|---|---|---|
| Scene Text Recognition | IC 2013 (test) | 51 | Feb 26, 2026 | ||
| Text-to-Image Person Re-identification | CUHK-PEDES | 51 | Jun 2, 2026 | ||
| Image Classification | CIFAR-100 long-tailed (test) | 51 | Feb 26, 2026 | ||
| Link Prediction | ogbl-ddi | 51 | Mar 10, 2026 | ||
| Few-shot Classification | CIFAR-FS (test) | 51 | Feb 26, 2026 | ||
| Scene Text Recognition |
|---|
| IIIT5K 3000 (test) |
| 51 |
| Feb 26, 2026 |
| Text-to-image Retrieval | MSCOCO (5K) | 51 | May 8, 2026 |
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| Paraphrase Detection | QQP (test) | 51 | Feb 26, 2026 |
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| Incremental Learning | CIFAR-100 | 51 | Feb 26, 2026 |
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| Video Person Re-identification | MARS (test) | 51 | Jul 3, 2026 |
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| Image Harmonization | iHarmony4 Hday2night | 51 | Feb 26, 2026 |
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| Relation Extraction | Wiki80 | 51 | Feb 26, 2026 |
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| Classification | Omniglot to EMNIST (test) | 51 | Feb 26, 2026 |
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| Optic Flow Estimation | MVSEC (indoor_flying1) | 51 | May 26, 2026 |
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| Optic Flow Estimation | MVSEC (indoor_flying3) | 51 | Feb 26, 2026 |
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| Open Set Recognition | TinyImageNet | 51 | Feb 26, 2026 |
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| Open Set Recognition | SVHN | 51 | Feb 26, 2026 |
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| Video Super-Resolution | UDM10 (test) | 51 | Feb 26, 2026 |
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| Object Detection | Sim10k to Cityscapes | 51 | Feb 26, 2026 |
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| Vision-and-Language Navigation | R2R (test) | 51 | May 13, 2026 |
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| 5-way Classification | EuroSat | 51 | Feb 26, 2026 |
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| Multi-view stereo | DTU 1 (evaluation) | 51 | Feb 26, 2026 |
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| RGB-Infrared Cross-Modality Person Re-Identification | SYSU-MM01 All Search Single-Shot | 51 | Jun 2, 2026 |
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| Document-level Relation Extraction | DocRED 1.0 (test) | 51 | Feb 26, 2026 |
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| Visual Object Tracking | GOT-10k 1.0 (test) | 51 | Feb 26, 2026 |
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