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Benchmarks
Robotic Manipulation on DFR-HangCups (test)
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30
Novel Objects Success Rate
RoboGene
9.2
14.6
20
25.4
Feb 18, 2026
Novel Objects Success Rate
Background Variations Success Rate
Static Distractors Success Rate
Illumination Changes Success Rate
Instruction Changes Success Rate
Average Success Rate
Updated 3mo ago
Evaluation Results
Method
Method
Links
Novel Objects Success Rate
Background Variations Success Rate
Static Distractors Success Rate
Illumination Changes Success Rate
Instruction Changes Success Rate
Average Success Rate
RoboGene
Pre-training Data=Robo...
2026.02
30
25
30
25
35
29
Human
2026.02
10
20
20
15
10
15
GPT-4o
Pre-training Data=GPT-...
2026.02
10
5
10
5
10
8
Gemini 2.5 Pro
Pre-training Data=Gemi...
2026.02
10
15
10
10
15
12
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