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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 |
|---|---|---|---|---|---|
| Object Classification | ModelNet10 (test) | 80 | Jun 24, 2026 | ||
| Machine Comprehension | CNN (val) | 80 | Feb 26, 2026 | ||
| Text Recognition | Street View Text (SVT) | 80 | Feb 26, 2026 | ||
| Survival Prediction | BLCA | 80 | Jun 24, 2026 | ||
| Survival Prediction | BRCA | 80 | Jun 24, 2026 | ||
| Visual subfield coverage optimization |
| Psychophysically validated phosphene model simulation |
| 80 |
| Feb 26, 2026 |
| Image Classification | N-MNIST (test) | 80 | Apr 23, 2026 |
|---|
| Knowledge Graph Completion | WN18 (test) | 80 | Feb 26, 2026 |
|---|
| Semantic Segmentation | PST900 (test) | 80 | May 1, 2026 |
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| Word Embedding Retrieval | Word Embeddings (test) | 80 | Feb 26, 2026 |
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| Image Classification | Cross-domain Benchmark (AIR, CAL, CAR, DTD, EUR, FLWR, FOOD, PETS, SUN, UCF) (test) | 80 | Mar 24, 2026 |
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| Video Understanding | MLVU | 80 | Mar 27, 2026 |
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| Uncertainty Estimation | MBPP | 79 | Jun 9, 2026 |
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| Uncertainty Estimation | HumanEval | 79 | Jun 9, 2026 |
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| Uncertainty Estimation | APPS Interview | 79 | Jun 9, 2026 |
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| Uncertainty Estimation | APPS Intro | 79 | Jun 9, 2026 |
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| Language Modeling | OWT (test) | 79 | May 26, 2026 |
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| Machine Translation | WMT General 2025 | 79 | Jun 9, 2026 |
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| All-cause mortality prediction | Clalit Health Services (test) | 79 | May 19, 2026 |
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| Object Hallucination | POPE | 79 | Jul 7, 2026 |
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| Mathematical Reasoning | MATH-500 | 79 | May 29, 2026 |
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| Node Classification | Questions | 79 | Jun 23, 2026 |
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| Mathematical Reasoning | AIME 2025 | 79 | Jun 12, 2026 |
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| Vision Model Merging | Vision Model Merging 8 tasks | 79 | Jun 18, 2026 |
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| Multimodal Embedding | MMEB | 79 | Jun 12, 2026 |
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