ResearchBenchmarks3D Volume Fitting on AAPM3D Volume Fitting on AAPMFollow10.83Parameter Count (M)DisINR10.31813.77417.2320.686May 5, 2026Evaluation resultsMethodMethodLinksParameter Count (M)PSNRInference Time (s)DisINRStage=TestStage=Test2026.0510.83—7.9DisINRStage=Pre-trainingStage=Pre-training2026.0521.71—186.5NGPStage=TestStage=Test2026.0523.4—8.5MetaStage=Pre-trainingStage=Pre-training2026.0523.4—558.3MetaStage=TestStage=Test2026.0523.4—8.6STRAINERStage=Pre-trainingStage=Pre-training2026.0523.63—124.9STRAINERStage=TestStage=Test2026.0523.63—8.7