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ResearchFormerly WizWand

Model Improvement

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

Natural shifts All-Bins

100I-prop

6

Jun 1, 2026

Natural shifts Bin (0.16, 0.319)

52.1Average Improvement

6

Jun 1, 2026

Natural shifts Bin (-0.001, 0.16)

27.189Average Improvement

6

Jun 1, 2026

Natural shifts Bin (-0.041, -0.001)

18.047Average Improvement

6

Jun 1, 2026

Natural shifts Bin (-0.082, -0.041)

25.824Average Improvement

6

Jun 1, 2026

sparse joint shift All-Bins (test)

100I-prop

6

Jun 1, 2026

sparse joint shift bin (0.182, 0.189) (test)

39.977Average Improvement

6

Jun 1, 2026

sparse joint shift bin (0.174, 0.182) (test)

45.562Average Improvement

6

Jun 1, 2026

sparse joint shift bin (0.167, 0.174) (test)

39.636Average Improvement

6

Jun 1, 2026

sparse joint shift bin (0.159, 0.167) (test)

42.273Average Improvement

6

Jun 1, 2026