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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 |
|---|---|---|---|---|
| Audio-text semantic alignment | 1 | 1 | Feb 21, 2026 | |
| General LLM Capability | 1 | 1 | Jun 2, 2026 | |
| Toxic Speech Detection | 1 | 1 | Feb 18, 2026 | |
| Urban environmental sound classification | 1 | 1 | Feb 21, 2026 | |
| Audio-Visual Instance Segmentation (AVIS) | 1 | 1 | Jun 4, 2026 | |
| Audio-Visual Tracking | 1 | 1 | Jun 4, 2026 | |
| Video-Text-to-Audio (VT2A) | 1 | 1 | Feb 21, 2026 | |
| Cough Classification | 1 | 1 | Jun 4, 2026 | |
| Musical Coherence Evaluation |
| 1 |
| 1 |
| Feb 21, 2026 |
| Audiovisual Quality Assessment | 1 | 1 | Jun 4, 2026 |
|---|
| Alignment Detection | 1 | 1 | Jun 4, 2026 |
|---|
| Rhythm prompt adherence | 1 | 1 | Feb 21, 2026 |
|---|
| Audio Alignment Detection | 1 | 1 | Jun 4, 2026 |
|---|
| Video-Audio Captioning | 1 | 1 | Feb 18, 2026 |
|---|
| Instruction-guided Joint Audio-Visual Video Editing | 1 | 1 | Jun 4, 2026 |
|---|
| Multi-instrument source separation | 1 | 1 | Feb 18, 2026 |
|---|
| Complete video soundtrack generation | 1 | 1 | Jun 4, 2026 |
|---|
| Live Music Accompaniment | 1 | 1 | Jun 4, 2026 |
|---|
| Acoustic Feedback Cancellation | 1 | 1 | Jun 4, 2026 |
|---|
| Audio-to-Video Video Generation | 1 | 1 | Jun 4, 2026 |
|---|
| Voice Pathology Recognition | 1 | 1 | Feb 21, 2026 |
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| EEG-to-Music Reconstruction | 1 | 1 | Jun 4, 2026 |
|---|
| Spoofing-robust Automatic Speaker Verification | 1 | 1 | Feb 18, 2026 |
|---|
| Instruction-following Text-to-Speech | 1 | 1 | Feb 21, 2026 |
|---|
| EEG-Music Alignment | 1 | 1 | Jun 4, 2026 |
|---|