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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 |
|---|---|---|---|---|
| Video Coding | 7 | 7 | Jul 8, 2026 | |
| Contextual Automatic Speech Recognition | 7 | 5 | Jun 2, 2026 | |
| CS-MRI Reconstruction | 7 | 4 | Jun 4, 2026 | |
| Untargeted identity retrieval attack | 7 | 1 | Apr 2, 2026 | |
| Image-to-Text Generation | 7 | 6 | Jun 16, 2026 | |
| Long-form Transcription | 7 | 4 | Jun 9, 2026 | |
| Molecular Property Prediction (Regression) | 7 | 11 | Jul 9, 2026 | |
| Medical Lesion Segmentation | 7 | 2 | Apr 14, 2026 | |
| Audio Coding |
| 7 |
| 4 |
| Jun 11, 2026 |
| Soundscape Classification | 7 | 2 | May 21, 2026 |
|---|
| Irregular Time Series Classification | 7 | 5 | May 7, 2026 |
|---|
| Robot Imitation Learning | 7 | 1 | Apr 2, 2026 |
|---|
| Protein Function Prediction | 7 | 5 | Jun 9, 2026 |
|---|
| Dataset Grouping | 7 | 1 | Apr 2, 2026 |
|---|
| 3D facial landmark localization | 7 | 4 | Feb 18, 2026 |
|---|
| Infant crying detection | 7 | 1 | Apr 2, 2026 |
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| Mask Classification | 7 | 2 | May 19, 2026 |
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| Song Generation | 7 | 7 | Jun 30, 2026 |
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| Long document summarization | 7 | 11 | May 20, 2026 |
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| Acoustic Impulse Response Prediction | 7 | 1 | Feb 18, 2026 |
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| Vein Segmentation | 7 | 3 | Apr 9, 2026 |
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| Button Pressing | 7 | 5 | Jul 1, 2026 |
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| Instruction Induction | 7 | 6 | May 21, 2026 |
|---|
| Multi-Agent Informative Path Planning | 7 | 2 | Mar 10, 2026 |
|---|
| Multi-Task Incremental Learning | 7 | 7 | Jun 16, 2026 |
|---|