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ResearchFormerly WizWand

Physical Plausibility Verification

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

PhysicsIQ MAGI-1 24B V2V N=16

Oracle (Upper bound)

52.2Spatial IoU

7

Jun 23, 2026

PhysicsIQ MAGI-1 24B I2V (N=16)

Oracle (Upper bound)

30.6Spatial IoU

7

Jun 23, 2026

PhysicsIQ CogVideoX-5B I2V (N=16)

Oracle (Upper bound)

0.302Spatial IoU

7

Jun 23, 2026

PhysicsIQ Wan2.1 14B I2V (N=16)

Oracle (Upper bound)

29.7Spatial IoU

7

Jun 23, 2026

PhysicsIQ MAGI-1 4.5B I2V (N=16)

Oracle (Upper bound)

30.4Spatial IoU

7

Jun 23, 2026