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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 |
|---|---|---|---|---|---|
| Automated Speech Recognition | TED-LIUM V3 | 77 | Mar 26, 2026 | ||
| Audio-Visual Speech Recognition | LRS3 clean (test) | 77 | Mar 5, 2026 | ||
| Question Answering | Natural Questions (NQ) (test) | 77 | Jun 2, 2026 | ||
| Semantic Segmentation | COCO-Stuff 164K (test) | 77 | May 25, 2026 | ||
| Blind Image Quality Assessment | BID | 77 | Jun 16, 2026 | ||
| Keypoint Detection |
| ModelNet40 (test) |
| 77 |
| Feb 26, 2026 |
| Motion In-betweening | LaFAN1 (test) | 77 | Feb 26, 2026 |
|---|
| Medical Image Segmentation | CVC-ClinicDB (test) | 77 | Jun 16, 2026 |
|---|
| Classification | ScanObjectNN | 77 | Jun 15, 2026 |
|---|
| Few-Shot Segmentation | Pascal-5i | 77 | Jun 26, 2026 |
|---|
| Long-tailed Classification | CIFAR-100 long-tail (test) | 77 | Apr 15, 2026 |
|---|
| Long-tailed Classification | CIFAR-10 long-tail (test) | 77 | Apr 15, 2026 |
|---|
| Visual Question Answering | OCR-VQA (test) | 77 | Feb 27, 2026 |
|---|
| Image Generation | FFHQ (test) | 77 | Mar 24, 2026 |
|---|
| Person Re-identification | CUHK03 NP | 77 | Apr 16, 2026 |
|---|
| Link Prediction | ogbl-ddi (test) | 77 | May 28, 2026 |
|---|
| Image Generation | CIFAR10 (train) | 77 | Jun 15, 2026 |
|---|
| Video Classification | Something-Something v2 (val) | 77 | Jul 9, 2026 |
|---|
| Temporal Knowledge Graph Question Answering | CRONQUESTIONS (test) | 77 | Feb 26, 2026 |
|---|
| Image Classification | CIFAR-100-LT IF 100 (test) | 77 | Feb 26, 2026 |
|---|
| Action Recognition | Toyota SmartHome (TSH) (CV2) | 77 | Jun 26, 2026 |
|---|
| Image Classification | SUN | 77 | Jun 4, 2026 |
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| Link Prediction | ogbl-ppa (test) | 77 | May 28, 2026 |
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| Semantic Segmentation | SUN-RGBD (test) | 77 | Feb 26, 2026 |
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| Video Prediction | KTH 10 -> 40 steps (test) | 77 | Feb 26, 2026 |
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