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Papers Benchmarks Datasets Tasks

Interactive World Modeling research benchmarks · SOTA2 Research

Interactive World Modeling

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

I-Bench 1.0 (test)

87.1SC

7

Jun 17, 2026

Custom 100 video samples (test)

18.127PSNR

6

Jul 3, 2026

General Game World Modeling

720Resolution

6

Feb 26, 2026

Matrix-Game 2.0

2.98Memory Score

5

Feb 26, 2026

Minecraft Interactive Gameplay (0~200 frames)

14.02PSNR

3

Feb 26, 2026

Minecraft Interactive Gameplay (0~128 frames)

14.9PSNR

3

Feb 26, 2026

Minecraft Interactive Gameplay (0~64 frames)

16.31PSNR

3

Feb 26, 2026

Minecraft Interactive Gameplay (0~32 frames)

17.87PSNR

3

Feb 26, 2026

UE Realistic Game Engine (≥400 frames)

12.96PSNR

3

Feb 26, 2026

UE Engine Realistic Game Engine (0~256 frames)

14.04PSNR

3

Feb 26, 2026

UE Realistic Game Engine (0~128 frames)

15.85PSNR

3

Feb 26, 2026

UE Engine Realistic Game (0~64 frames)

17.83PSNR

3

Feb 26, 2026

—

—Primary metric

0

Jul 9, 2026

System Capability Comparison

—

—Primary metric

0

Jun 30, 2026

Popular datasets

Minecraft UE Engine General User Study Custom

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