List your company

Online Editing on VLKEB Sliding Continual Editing

100Relational ScoreFT-M
28.03246.71665.484.084Jul 2, 2026

Evaluation results

MethodLinks
FT-MBackbone=LLaVA-v1.5 (7B), Edits=12026.0710098.9898.7510019.8755.4878.85
ScopeEditBackbone=LLaVA-v1.5 (7B), Edits=12026.0710093.3799.187.0653.0560.4282.17
FT-LBackbone=BLIP2-OPT (2.7B), Edits=12026.0799.9599.2310072.220.1817.568.18
FT-LBackbone=LLaVA-v1.5 (7B), Edits=12026.0799.8599.399.886.9630.3530.774.49
FT-MBackbone=BLIP2-OPT (2.7B), Edits=12026.0799.5396.8999.271005.8727.971.58
M-OREBackbone=BLIP2-OPT (2.7B), Edits=12026.0798.791.4191.2681.8712.2336.0168.58
SERACBackbone=LLaVA-v1.5 (7B), Edits=12026.0798.5697.4698.5699.961.9441.4672.99
SERACBackbone=LLaVA-v1.5 (7B), Edits=1002026.0798.5670.3298.5699.961.9141.0868.4
ScopeEditBackbone=BLIP2-OPT (2.7B), Edits=12026.0798.3596.9593.0282.9113.4834.3869.85
M-OREBackbone=LLaVA-v1.5 (7B), Edits=12026.0794.5787.4491.3187.4157.3360.7979.81
ScopeEditBackbone=LLaVA-v1.5 (7B), Edits=1002026.0794.4787.2691.484.1751.2460.6978.2
M-OREBackbone=LLaVA-v1.5 (7B), Edits=1002026.0793.3187.2190.4784.3651.5360.6277.92
SERACBackbone=BLIP2-OPT (2.7B), Edits=1002026.0790.5435.4390.541002.4613.355.38
SERACBackbone=BLIP2-OPT (2.7B), Edits=12026.0790.4289.2390.51002.4712.6264.21
ScopeEditBackbone=BLIP2-OPT (2.7B), Edits=1002026.0780.6472.6473.0981.4710.5236.6559.17
M-OREBackbone=BLIP2-OPT (2.7B), Edits=1002026.0773.0374.8370.3381.449.1535.2457.34
FT-LBackbone=LLaVA-v1.5 (7B), Edits=1002026.0772.2765.968.2856.9711.828.8550.68
FT-MBackbone=LLaVA-v1.5 (7B), Edits=1002026.0769.5867.2866.681002.5345.9358.67
FT-LBackbone=BLIP2-OPT (2.7B), Edits=1002026.0747.1846.6146.3418.491.1710.0428.31
FT-MBackbone=BLIP2-OPT (2.7B), Edits=1002026.0730.829.6930.671001.2323.5936