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ResearchFormerly WizWand

Matrix Estimation on MovieLens Pairflip Noise

0.9449L1 Distance ErrorCCR
0.7025082.3386543.97485.610946May 20, 2026
Updated 5mo ago

Evaluation results

MethodLinks
CCRNoise Rate=0.12026.050.9449
RRFNNoise Rate=0.12026.051.0356
RRFNNoise Rate=0.22026.051.7048
CCRNoise Rate=0.22026.051.9492
DUAL TNoise Rate=0.12026.052.0026
BLTMNoise Rate=0.12026.052.0672
RGBTNoise Rate=0.12026.052.075
RRFN2026.052.2616
RGBTNoise Rate=0.22026.052.3275
DUAL TNoise Rate=0.22026.052.369
BLTMNoise Rate=0.22026.052.3766
CCR2026.052.4474
RGBT2026.052.5229
BLTM2026.052.5335
BLTMNoise Rate=0.32026.052.5374
RGBTNoise Rate=0.32026.052.538
DUAL_T2026.052.5983
RRFNNoise Rate=0.32026.052.6963
DUAL TNoise Rate=0.32026.052.7529
CCRNoise Rate=0.32026.052.9463
RGBTNoise Rate=0.42026.053.1511
BLTMNoise Rate=0.42026.053.153
CONLNoise Rate=0.22026.053.2382
DUAL TNoise Rate=0.42026.053.2687
CONLNoise Rate=0.32026.053.2941
CONL2026.053.4056
CONLNoise Rate=0.42026.053.5336
CONLNoise Rate=0.12026.053.5564
RRFNNoise Rate=0.42026.053.6098
CCRNoise Rate=0.42026.053.949
T REVISIONNoise Rate=0.32026.054.3996
T REVISIONNoise Rate=0.42026.054.7766
T_REVISION2026.055.0203
T REVISIONNoise Rate=0.22026.055.1809
T REVISIONNoise Rate=0.12026.055.7242
VOLMINNETNoise Rate=0.42026.055.9971
VOLMINNETNoise Rate=0.32026.055.9977
VOLMINNETNoise Rate=0.22026.056.0098
VOLMINNET2026.056.2523
VOLMINNETNoise Rate=0.12026.057.0047