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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 |
|---|---|---|---|---|---|
| General Language Understanding | GLUE | 75 | May 12, 2026 | ||
| Code Generation | BigCodeBench | 75 | Jun 4, 2026 | ||
| Code Generation | LCB | 75 | Jul 7, 2026 | ||
| Knowledge-Intensive Reasoning | HLE | 75 | May 20, 2026 | ||
| New Intent Discovery | M-CID |
| 75 |
| Jun 2, 2026 |
| Base-to-Novel Generalization | SUN397 | 75 | Jul 2, 2026 |
|---|
| Scene Classification | AID | 75 | Jul 8, 2026 |
|---|
| Depth Estimation | KITTI 110 frames | 75 | Jul 3, 2026 |
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| Multivariate Time Series Forecasting | PEMS08 | 75 | Jun 11, 2026 |
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| Image Classification | ImageNet-1K | 75 | Feb 26, 2026 |
|---|
| Real-world QA | RealworldQA | 75 | Jul 2, 2026 |
|---|
| Image Generation | ImageNet-512 | 75 | Jul 3, 2026 |
|---|
| Base-to-novel generalization | Flowers102 | 75 | Jul 2, 2026 |
|---|
| Graph Anomaly Detection | 75 | May 27, 2026 |
|---|
| Multimodal Understanding | SEED-I Image | 75 | Apr 30, 2026 |
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| Image Classification | ImageNette (val) | 75 | May 19, 2026 |
|---|
| Action Recognition | UCF101 | 75 | Mar 18, 2026 |
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| Time Series Imputation | ECL | 75 | Jul 3, 2026 |
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| Membership Inference Attack | Wikipedia | 75 | Apr 23, 2026 |
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| Visual Question Answering | DocVQA | 75 | Jun 26, 2026 |
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| Sparse-view CT Reconstruction | NIH-AAPM-Mayo Clinic Low-Dose CT Grand Challenge 2016 (test) | 75 | Feb 26, 2026 |
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| Image Classification | MNIST 5 tasks (test) | 75 | Jun 23, 2026 |
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| Image Classification | Birds | 75 | Apr 29, 2026 |
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| Image Classification | Tiny-ImageNet 1.0 (test) | 75 | Feb 26, 2026 |
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| Video Question Answering | TGIF | 75 | Jun 24, 2026 |
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