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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 |
|---|---|---|---|---|---|
| Model Reduction | KdV Shift (test) | 140 | Feb 26, 2026 | ||
| Node Classification | 140 | Jun 11, 2026 | |||
| Lifelong Free-text Knowledge Editing | MRLF-Bench | 140 | Feb 26, 2026 | ||
| Automatic Speech Recognition | LibriSpeech (other) | 140 | Jun 18, 2026 | ||
| Color Image Denoising | CBSD68 |
| 140 |
| Mar 30, 2026 |
| Few-Shot Class-Incremental Learning | CIFAR100 (test) | 140 | May 12, 2026 |
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| Table Question Answering | WikiTQ (test) | 140 | May 19, 2026 |
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| Image Classification | FGVC | 140 | Jul 7, 2026 |
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| Named Entity Recognition | CoNLL 03 | 140 | Jun 18, 2026 |
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| Visible-Thermal Person Re-identification | RegDB Visible to Thermal | 140 | Feb 26, 2026 |
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| Domain Adaptation | Office-Home | 140 | Apr 21, 2026 |
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| Nested Named Entity Recognition | GENIA (test) | 140 | Feb 26, 2026 |
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| 3D Human Pose Estimation | Human3.6M Protocol #2 (test) | 140 | Feb 26, 2026 |
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| Super-Resolution | Set5 x2 | 140 | May 19, 2026 |
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| Offline Reinforcement Learning | D4RL walker2d-medium-expert | 140 | Jun 4, 2026 |
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| Neural Architecture Search | NAS-Bench-201 ImageNet-16-120 (test) | 140 | May 19, 2026 |
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| Image Classification | Stanford Dogs (test) | 140 | May 4, 2026 |
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| Visual Object Tracking | LaSoText | 140 | May 11, 2026 |
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| Long-horizon robot manipulation | Calvin ABCD→D | 140 | Jun 23, 2026 |
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| General Video Understanding | Video-MME | 139 | Jul 7, 2026 |
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| Node Classification | Grocery | 139 | Jul 1, 2026 |
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| Multimodal Evaluation | MME | 139 | Jun 23, 2026 |
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| Image Classification | CIFAR-100 | 139 | Jun 29, 2026 |
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| Video Depth Estimation | Bonn | 139 | Jun 26, 2026 |
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| Robotic Manipulation | CALVIN ABCD->D | 139 | Jun 5, 2026 |
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