Loading the SOTA2 catalog…
SOTA2 Research · tasks
Explore the problems researchers are working on and the benchmarks used to measure progress.
| Task Name | Domain | Benchmarks | Papers | Last Update |
|---|---|---|---|---|
| Brain-to-Text Decoding | 3 | 2 | May 19, 2026 | |
| Context-aware turn-taking | 3 | 1 | Mar 13, 2026 | |
| Emotion Recognition in Conversations | 3 | 3 | Feb 22, 2026 | |
| Static DMA Pattern Learning | 3 | 1 | Mar 24, 2026 | |
| Lipreading | 3 | 2 | Feb 18, 2026 | |
| Music Retrieval | 3 | 3 | Jun 1, 2026 | |
| Audio-to-Image Generation | 3 | 2 | Jun 16, 2026 | |
| Audio-to-Text Generation | 3 | 2 | Jun 16, 2026 | |
| Personalized Voice Activity Detection | 3 |
| 1 |
| Mar 12, 2026 |
| iEEG neural decoding | 3 | 1 | Feb 21, 2026 |
|---|
| Audio-Visual Scene-Aware Dialog | 3 | 4 | Mar 27, 2026 |
|---|
| Multi-speaker separation | 3 | 1 | Mar 12, 2026 |
|---|
| Neural Engine Sound Synthesis | 3 | 1 | Mar 11, 2026 |
|---|
| Negative temporal attribution | 3 | 1 | Feb 21, 2026 |
|---|
| Universal Speech Enhancement | 3 | 4 | Jun 25, 2026 |
|---|
| Speech severity evaluation | 3 | 1 | Mar 10, 2026 |
|---|
| Bowel Sound Classification | 3 | 1 | Mar 10, 2026 |
|---|
| Audio-Image Retrieval | 3 | 1 | Feb 25, 2026 |
|---|
| Valence Regression | 3 | 2 | Apr 10, 2026 |
|---|
| Rhythm Classification | 3 | 3 | Mar 31, 2026 |
|---|
| Sign Stitching | 3 | 1 | Mar 12, 2026 |
|---|
| English-accented speech generation | 3 | 1 | Mar 10, 2026 |
|---|
| Binary Audio Classification | 3 | 1 | Mar 10, 2026 |
|---|
| Arousal Regression | 3 | 2 | Apr 10, 2026 |
|---|
| Audio-visual event recognition | 3 | 5 | Jun 11, 2026 |
|---|