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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 |
|---|---|---|---|---|---|
| Visual Grounding | RefCOCO+ (testA) | 256 | Jul 3, 2026 | ||
| Referring Expression Segmentation | RefCOCO+ (testB) | 256 | Jun 4, 2026 | ||
| Text-to-SQL | Spider (test) |
| 256 |
| Jul 7, 2026 |
| Image Editing | ImgEdit-Bench | 256 | Jul 7, 2026 |
|---|
| Hallucination Detection | TriviaQA (test) | 255 | Jun 12, 2026 |
|---|
| Graph Regression | Peptides struct LRGB (test) | 255 | Jul 7, 2026 |
|---|
| Image Deraining | Rain100L | 255 | Jun 23, 2026 |
|---|
| Shape Classification | ModelNet40 (test) | 255 | Jun 11, 2026 |
|---|
| Text-to-Video Retrieval | ActivityNet | 255 | Jul 2, 2026 |
|---|
| Face Verification | CPLFW | 255 | Jun 11, 2026 |
|---|
| Visual Perception | BLINK | 255 | Jul 7, 2026 |
|---|
| Node Classification | Cora (test) | 254 | Jun 11, 2026 |
|---|
| Mathematical Reasoning | Olympiad Bench | 254 | Jun 11, 2026 |
|---|
| Math reasoning | GSM8K | 254 | Jun 1, 2026 |
|---|
| Image Classification | ImageWoof (test) | 254 | Jun 2, 2026 |
|---|
| Video Question Answering | VideoMME | 254 | Jun 30, 2026 |
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| Super-resolution | Set14 (test) | 254 | Jul 7, 2026 |
|---|
| Referring Image Segmentation | RefCOCO (test A) | 254 | Jun 23, 2026 |
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| Part Segmentation | ShapeNetPart | 254 | Jul 8, 2026 |
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| Language Modeling | LAMBADA | 254 | Jun 23, 2026 |
|---|
| Instance Segmentation | COCO 2017 (test-dev) | 253 | Feb 26, 2026 |
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| Semantic Textual Similarity | STS tasks (STS12, STS13, STS14, STS15, STS16, STS-B, SICK-R) | 253 | May 29, 2026 |
|---|
| Narrative Cloze | Narrative Cloze (val) | 252 | Mar 9, 2026 |
|---|
| Mathematical Reasoning | Countdown | 252 | May 19, 2026 |
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| Traffic speed forecasting | METR-LA (test) | 252 | Apr 21, 2026 |
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