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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 |
|---|---|---|---|---|
| Dynamic mathematical reasoning | 1 | 1 | Feb 20, 2026 | |
| Open-Form Math | 1 | 1 | Apr 13, 2026 | |
| Dense Prompt Alignment | 1 | 1 | Feb 20, 2026 | |
| All tasks combined | 1 | 1 | Apr 14, 2026 | |
| Instruction-following visual editing | 1 | 1 | Feb 20, 2026 | |
| Zero-shot Singing Voice Synthesis | 1 | 1 | Apr 14, 2026 | |
| Narrative Script Refinement | 1 | 1 | Apr 14, 2026 | |
| Media playback and ad control | 1 | 1 | Apr 14, 2026 | |
| Social media interaction |
| 1 |
| 1 |
| Apr 14, 2026 |
| Cross-app workflow | 1 | 1 | Apr 14, 2026 |
|---|
| Multi-Round Interaction Quality Evaluation | 1 | 1 | Feb 20, 2026 |
|---|
| Tool usage in multi-turn dialogue | 1 | 1 | Feb 18, 2026 |
|---|
| Model Card Generation | 1 | 1 | Apr 14, 2026 |
|---|
| General Knowledge Utility | 1 | 1 | Apr 14, 2026 |
|---|
| Story-consistent Image Generation | 1 | 1 | Feb 20, 2026 |
|---|
| stop-or-guess task | 1 | 1 | Apr 14, 2026 |
|---|
| Short-video comment generation | 1 | 1 | Apr 14, 2026 |
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| Visual Instruction Following Evaluation | 1 | 1 | Feb 20, 2026 |
|---|
| Generative Insight Anticipation | 1 | 1 | Apr 14, 2026 |
|---|
| Self-evolution | 1 | 1 | Apr 14, 2026 |
|---|
| Smart Help | 1 | 1 | Feb 18, 2026 |
|---|
| Reward model verification | 1 | 2 | Feb 21, 2026 |
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| Negotiation against a gpt-5.4-high-reasoning seller | 1 | 1 | Apr 14, 2026 |
|---|
| Persona Consistency Evaluation | 1 | 1 | Feb 18, 2026 |
|---|
| Language Model Robustness under Adversarial Attack | 1 | 1 | Apr 14, 2026 |
|---|