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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 |
|---|---|---|---|---|---|
| Low-Light Image Enhancement | SDSD outdoor | 49 | May 22, 2026 | ||
| Action Recognition | NTU-RGB+D 60 (48/12) | 49 | Apr 2, 2026 | ||
| Radiology Report Generation | CT-RATE (test) | 49 | Jun 2, 2026 | ||
| Multi-choice Visual Question Answering | A-OKVQA |
| 49 |
| Feb 27, 2026 |
| Anomaly Detection | CheXpert (test) | 49 | Mar 10, 2026 |
|---|
| Music-driven Dance Generation | FineDance (test) | 49 | Jun 24, 2026 |
|---|
| Ownership Verification | CIFAR-100 | 49 | Mar 24, 2026 |
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| Document Visual Question Answering | DocVQA v1.0 (test) | 49 | Jun 2, 2026 |
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| Referring Expression Comprehension | RefCOCO v1 (val) | 49 | Feb 26, 2026 |
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| Scene Recognition | SUN397 | 49 | May 13, 2026 |
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| Jailbreak attack success rate | Harmful prompts dataset | 49 | Feb 26, 2026 |
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| Multivariate Time Series Classification | Finger Movement | 49 | Jun 4, 2026 |
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| Sound Source Localization | Flickr-SoundNet (test) | 49 | Mar 25, 2026 |
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| Image Classification | CIFAR100-F fine-grained | 49 | Jun 30, 2026 |
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| Visual Question Answering | TallyQA | 49 | Mar 23, 2026 |
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| Human-Object Interaction Detection | HICO-DET Non-rare First Unseen Composition (NF-UC) | 49 | Feb 26, 2026 |
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| Image Classification | CIFAR100 (test) | 49 | Feb 26, 2026 |
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| Hate Speech Detection | Hate Speech | 49 | Feb 26, 2026 |
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| Class-Incremental Learning | 5-Datasets | 49 | Apr 29, 2026 |
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| Semantic Segmentation | Structured3D (val) | 49 | Mar 4, 2026 |
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| Image Retrieval | Flickr30k | 49 | Mar 27, 2026 |
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| Multimodal Sentiment Analysis | MOSEI (test) | 49 | Feb 26, 2026 |
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| Emotion Classification | EMPATHETICDIALOGUES (test) | 49 | Feb 26, 2026 |
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| Named Entity Recognition | tweetNER7 | 49 | Apr 14, 2026 |
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| 3D Lane Detection | ApolloSim Rare | 49 | Jul 1, 2026 |
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