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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 |
|---|---|---|---|---|
| Sign Language Glossification | 2 | 1 | Feb 18, 2026 | |
| Spoken Language Glossification | 2 | 1 | Feb 18, 2026 | |
| Human Pose Tracking | 2 | 3 | Feb 18, 2026 | |
| Video-based face recognition | 2 | 1 | Feb 18, 2026 | |
| Document rotation classification | 2 | 1 | Mar 17, 2026 | |
| Machine Translation (Fr-En) | 2 | 1 | Feb 18, 2026 | |
| Machine Translation (Ro-En) | 2 | 1 | Feb 18, 2026 | |
| Min-Max Heterogeneous Capacitated Vehicle Routing Problem | 2 | 1 | Mar 17, 2026 | |
| Heterogeneous Capacitated Vehicle Routing Problem | 2 |
| 1 |
| Mar 17, 2026 |
| Structured OCR | 2 | 1 | Mar 17, 2026 |
|---|
| Multi-Modal Heterogeneous Capacitated Vehicle Routing Problem | 2 | 1 | Mar 17, 2026 |
|---|
| Capacitated Vehicle Routing | 2 | 2 | Jul 1, 2026 |
|---|
| Speech prediction | 2 | 2 | Feb 18, 2026 |
|---|
| Argument Generation | 2 | 2 | Mar 10, 2026 |
|---|
| 3D Texture Transfer | 2 | 1 | Mar 17, 2026 |
|---|
| Relation Triplet Extraction | 2 | 2 | Feb 18, 2026 |
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| Toxic text generation | 2 | 2 | May 12, 2026 |
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| Handwritten Digit Recognition | 2 | 1 | Mar 17, 2026 |
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| Telugu OCR | 2 | 1 | Mar 17, 2026 |
|---|
| Mental State Inference | 2 | 2 | May 29, 2026 |
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| Query-to-ad retrieval | 2 | 1 | Mar 17, 2026 |
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| Tool Selection Attack | 2 | 1 | Mar 17, 2026 |
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| End-to-End | 2 | 3 | Feb 18, 2026 |
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| Few-shot object classification | 2 | 5 | Jul 8, 2026 |
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| Scribe Verification | 2 | 1 | Mar 17, 2026 |
|---|