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Visual Question Answering Unlearning on MLLMU-Bench 10% forget ratio (test)

56.67Forget Quality (Class - Forget)

MMunlearner

35.0940.692546.29551.8975May 15, 2026
Updated 16d ago

Evaluation Results

MethodLinks
2026.05
56.6760.835431.50.30.3452.9673.1152.637.6
2026.05
47.7554.6946.133.10.010.0451.0772.544638.5
2026.05
46.1253.0656.936.90.010.0153.0871.5455.638.7
2026.05
46.1251.4352.3330.050.0549.7872.0654.138.6
2026.05
45.7154.2956.935.5--52.9978.595743.4
2026.05
43.2753.0657.432.60.070.0949.9571.4855.237.4
2026.05
35.9248.9727.125.74.544.4153.9373.2455.938.9