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SOTA2 Research · tasks
Explore the problems researchers are working on and the benchmarks used to measure progress.
| Task Name | Domain | Benchmarks | Papers | Last Update |
|---|---|---|---|---|
| final diagnosis prediction | 4 | 1 | Mar 31, 2026 | |
| Open-set Semi-Supervised Learning | 4 | 4 | Feb 22, 2026 | |
| Word Sorting | 4 | 5 | Mar 6, 2026 | |
| Human Reenactment | 4 | 1 | Feb 18, 2026 | |
| Rebuttal Generation | 4 | 4 | Mar 31, 2026 | |
| Image Aesthetic Assessment | 4 | 10 | Jun 9, 2026 | |
| Answer-level hallucination detection | 4 | 2 | Jul 1, 2026 | |
| Consistency Evaluation | 4 | 3 | May 19, 2026 | |
| Protein Fold Classification | 4 | 3 | Jun 19, 2026 | |
| Trial outcome prediction |
| 4 |
| 1 |
| Feb 21, 2026 |
| Backdoor Inversion | 4 | 1 | Feb 18, 2026 |
|---|
| KV Cache Quantization | 4 | 2 | Jun 24, 2026 |
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| Forecasting Number of New Companies | 4 | 1 | Feb 18, 2026 |
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| Lexical Entailment | 4 | 3 | Jun 1, 2026 |
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| Revision Generation | 4 | 2 | Feb 19, 2026 |
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| Watermark Position Localization | 4 | 1 | Feb 18, 2026 |
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| PET Tracer Synthesis | 4 | 1 | Feb 18, 2026 |
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| Population Employment Forecasting | 4 | 1 | Feb 18, 2026 |
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| Watermark Segment Classification | 4 | 1 | Feb 18, 2026 |
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| FAZ Segmentation | 4 | 2 | Apr 9, 2026 |
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| Transductive future link prediction | 4 | 2 | Jul 7, 2026 |
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| PDE Forward Problem | 4 | 1 | Feb 21, 2026 |
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| Cloze-task | 4 | 3 | Jun 2, 2026 |
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| Composite Interception | 4 | 1 | Mar 31, 2026 |
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| Length-Constrained Text Generation | 4 | 1 | Feb 18, 2026 |
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