Benchmark Almanac

UT Austin

We track 8 benchmarks that UT Austin made or helped make.

0 in use 8 with public code 8 with a leaderboard here

Benchmarks

Name Kind Released Best score Status
PutnamBench Models write formal Lean proofs of Putnam competition problems. A proof counts only when the verifier accepts it. Formal proofs Jul 2024 87.5% Fading
LIBERO Simulated Franka tabletop tasks in four 10-task suites. Policies fine-tuned on 50 demos per task. Success rate over ~50 trials. Simulated robots Jun 2023 97.2% Fading
MuSR Models answer questions about long generated narratives such as murder mysteries, object placement and team allocation. Each item needs several soft reasoning steps over the story. Language reasoning Oct 2023 86.7% Fading
ChartMuseum Models answer 1,162 expert-annotated questions about real-world charts from 184 sources. Many questions need visual reasoning that text cannot replace. Documents, charts and text in images May 2025 80.7% Fading
RoboCasa GR1 Tabletop Tasks A simulated Fourier GR-1 humanoid with dexterous hands does 24 tabletop pick-and-place tasks, including unseen object and container pairs. Success rate per task. Simulated robots Mar 2025 50% Fading
RoboCasa Simulated mobile manipulators and humanoids do 100 kitchen tasks, 25 atomic and 75 composite, across 120 scenes. Scored by success rate. Simulated robots Jun 2024 70.8% Fading
LLM-AggreFact Models judge whether claims are supported by a grounding document across 11 pooled datasets, such as RAGTruth and ExpertQA. Scored by balanced accuracy. Faithful to sources Apr 2024 75.9% Not in cards
RoboCasa365 Mobile-manipulator kitchen sim: train on 300-task Human300 data, test on 50 tasks incl. 16 unseen composite tasks. Success rate. Simulated robots Mar 2026 23.9% Not in cards