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Papers Benchmarks Datasets Tasks

Autoregressive Image Generation research benchmarks · SOTA2 Research

Autoregressive Image Generation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Continuous Speculative Decoding

38Alpha (α)

32

Jul 2, 2026

154.42NFE

19

May 6, 2026

VAR Models Efficiency Benchmark

12.88Memory (GB)

11

Jun 9, 2026

MS-COCO 2017 (val)

0.333CLIP Score

9

Feb 26, 2026

1.76Wall-clock Latency Speedup

8

Apr 24, 2026

0.621Bits/dim

4

Feb 26, 2026

3.39Bits/dim

4

Feb 26, 2026

Popular datasets

MS-COCO CIFAR MNIST VAR Models Efficiency Benchmark Harmon

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