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Progress Estimation research benchmarks · SOTA2 Research

Progress Estimation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

PROGRESS-BENCH Answerable samples 1.0

ProgressLM-3B-RL

13.8NSE (Vision)

16

Feb 26, 2026

74.65MRA

12

Mar 17, 2026

ProgressLM-3B-RL

31.84MRA

12

Mar 17, 2026

87.08MRA

12

Mar 17, 2026

87.67MRA

12

Mar 17, 2026

ProcVQA-OOD progress estimation

72.82VOC Score

8

May 12, 2026

Open X-Embodiment

0.857Mean VOC Score

6

Feb 26, 2026

80.58VOC

5

May 12, 2026

Penn Action (test)

62.52Progress

4

Feb 26, 2026

Popular datasets

ProcVQA Penn-Action Behavior RoboTwin PROGRESS-BENCH

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