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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 |
|---|---|---|---|---|---|
| Medical Image Segmentation | BUSI | 143 | Jun 30, 2026 | ||
| Long-context understanding | LongBench | 143 | Jun 25, 2026 | ||
| Membership Inference Attack | Flickr | 142 | Apr 2, 2026 | ||
| Text Retrieval | MSCOCO | 142 | Apr 21, 2026 | ||
| Monocular Depth Estimation | Sintel | 142 | Jul 7, 2026 | ||
| Backdoor Attack |
|---|
| GTSRB |
| 142 |
| May 28, 2026 |
| Action Recognition | SSV2 | 142 | May 25, 2026 |
|---|
| Optical Character Recognition Benchmarking | OCRBench | 142 | Jul 7, 2026 |
|---|
| Diagram Question Answering | AI2D (test) | 142 | Mar 5, 2026 |
|---|
| Long-term Time Series Forecasting | ILI | 142 | May 18, 2026 |
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| Visual Question Answering | VQA v2 (test) | 142 | Jun 16, 2026 |
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| Blind Image Quality Assessment | FLIVE | 142 | Jun 30, 2026 |
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| Text-to-image retrieval | MSCOCO | 142 | May 26, 2026 |
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| Classification | ImageNet 1k (test val) | 142 | Jun 4, 2026 |
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| Unsupervised Domain Adaptation | DomainNet | 142 | Mar 19, 2026 |
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| Cross-modality Person Re-identification | SYSU-MM01 (All Search) | 142 | Feb 26, 2026 |
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| Video Captioning | MSR-VTT (test) | 142 | Jun 1, 2026 |
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| Stereo Matching | KITTI 2015 | 142 | Jul 9, 2026 |
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| JPEG artifact reduction | LIVE1 | 142 | May 26, 2026 |
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| Link Prediction | WN18 (test) | 142 | Feb 26, 2026 |
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| Sentiment Classification | CR | 142 | Feb 27, 2026 |
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| Video Reasoning | VideoMMMU | 141 | Jul 7, 2026 |
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| Text-based Visual Question Answering | TextVQA | 141 | Jun 26, 2026 |
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| Language Modeling | FineWeb-Edu | 141 | May 25, 2026 |
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| Planning | Sudoku | 141 | Jun 17, 2026 |
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