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Benchmarks
Task-incremental continual instruction tuning on UCIT
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74.78
Average Performance
Multi-task (upper bound)
29.956
41.593
53.23
64.867
Jul 2, 2026
Average Performance
Last Performance
Updated 22d ago
Evaluation Results
Method
Method
Links
Average Performance
Last Performance
Multi-task (upper bound)
Backbone=LLaVA-v1.5-7B
2026.07
74.78
-
INDUCEKV
Backbone=LLaVA-OV-4B
2026.07
70.25
65.84
INDUCEKV
Backbone=LLaVA-v1.5-7B
2026.07
69.82
65.31
HiDe-LLaVA
Backbone=LLaVA-v1.5-7B
2026.07
68.94
64.19
O-LoRA
Backbone=LLaVA-v1.5-7B
2026.07
64.54
58.36
MoELoRA
Backbone=LLaVA-v1.5-7B
2026.07
61.33
52.06
LwF
Backbone=LLaVA-v1.5-7B
2026.07
59.4
49.52
EWC
Backbone=LLaVA-v1.5-7B
2026.07
59.34
50.2
FineTune
Backbone=LLaVA-v1.5-7B
2026.07
57.52
48.12
L2P
Backbone=LLaVA-v1.5-7B
2026.07
53.99
48.51
Zero-shot (lower bound)
Backbone=LLaVA-v1.5-7B
2026.07
31.68
-
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