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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 |
|---|---|---|---|---|---|
| Node Classification | Questions overlapping subgraph partitioning | 39 | Feb 26, 2026 | ||
| Node Classification | Tolokers overlapping subgraph partitioning | 39 | Feb 26, 2026 | ||
| Node Classification | Minesweeper overlapping subgraph partitioning | 39 | Feb 26, 2026 | ||
| Node Classification | Amazon-ratings overlapping subgraph partitioning | 39 | Feb 26, 2026 | ||
| Node Classification | Roman-empire overlapping subgraph partitioning |
| 39 |
| Feb 26, 2026 |
| Concept Erasure | Van Gogh style | 39 | Mar 4, 2026 |
|---|
| Tabular Anomaly Detection | Cardio | 39 | May 12, 2026 |
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| Zero-shot Classification | Accuracy Benchmarks (PIQA, HellaSwag, LAMBADA, ARC-e, ARC-c, SciQ, Race, MMLU) Zero-shot | 39 | Feb 26, 2026 |
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| Classification | Digits UCI (test) | 39 | Apr 30, 2026 |
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| Recommendation | LastFM | 39 | May 12, 2026 |
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| Sequential Recommendation | Yelp (Tail) | 39 | Apr 7, 2026 |
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| AI-generated image detection | BigGAN | 39 | May 1, 2026 |
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| AI-generated image detection | ProGAN | 39 | May 21, 2026 |
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| Fine-grained Visual Perception | HRBench-8K | 39 | Jun 30, 2026 |
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| Text-to-Image Alignment | DPG | 39 | Apr 16, 2026 |
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| AI-generated image detection | UFD (UniversalFakeDetect) (test) | 39 | Jun 9, 2026 |
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| Image Classification | Tiny ImageNet | 39 | Mar 31, 2026 |
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| Continuous Sign Language Recognition | Phoenix14 (test) | 39 | Feb 26, 2026 |
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| Text-based Visual Question Answering | TextVQA (test) | 39 | Jun 15, 2026 |
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| Action Recognition | K400 | 39 | Apr 20, 2026 |
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| Text-to-Image Generation | MSCOCO 2017 (val) | 39 | Jun 11, 2026 |
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| Response Classification | BeaverTails V Text-Image Response | 39 | Mar 4, 2026 |
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| Classical Image Super-Resolution | Urban100 classical SR (test) | 39 | Feb 26, 2026 |
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| Classical Image Super-Resolution | Set5 classical SR (test) | 39 | Feb 26, 2026 |
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| Image Retrieval | MSCOCO @5000 (test) | 39 | Feb 26, 2026 |
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