UCIT
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Multimodal Continual Instruction Tuning | UCIT (Unified Continual Instruction Tuning) | Average Score (UCIT)74.73 | 40 | |
| Visual Question Answering | UCIT | ArxivQA94.4 | 32 | |
| Continual Instruction Tuning | UCIT | Image-R Score94.6 | 30 | |
| Continual Learning | UCIT (Avg) | ImageNet-R Accuracy89.69 | 12 | |
| Task-incremental continual instruction tuning | UCIT | Average Performance74.78 | 11 | |
| Continual Learning | UCIT (Last) | ImageNet-R Accuracy88.8 | 10 | |
| Continual Instruction Tuning | UCIT 1.0 (test) | ImageNet-R Score91.07 | 6 |
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