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MLLM Unlearning on MLLMU-Bench 10% (test)

40Cloze Accuracy

RMU

-0.518410.000820.5231.0392May 26, 2026
Updated 2d ago

Evaluation Results

MethodLinks
2026.05
407.290.287
2026.05
14.5834.690.249
2026.05
13.5431.840.271
2026.05
12.8452.970.297
2026.05
12.537.960.211
2026.05
11.4636.730.218
2026.05
11.4637.960.237
2026.05
11.4637.550.233
2026.05
10.4235.510.223
2026.05
9.3839.590.231
2026.05
9.3837.560.203
2026.05
6.1246.120.366
2026.05
4.1733.470.285
2026.05
4.1733.060.269
2026.05
4.0844.490.376
2026.05
4.0846.940.357
2026.05
3.1332.240.285
2026.05
3.1331.840.286
2026.05
3.0646.530.359
2026.05
3.0645.310.359
2026.05
3.0644.90.366
2026.05
3.0645.310.36
2026.05
3.0646.530.279
2026.05
3.0644.080.257
2026.05
3.0644.490.271
2026.05
2.2533.470.289
2026.05
2.2529.790.222
2026.05
2.0831.430.343
2026.05
2.0833.060.145
2026.05
1.0431.420.279