datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
R2E-Gym-Lite-Truncate-Heuristicmwfas-heuristic-metrics
MWFAS Heuristic Metrics
MWFAS Heuristic Metrics v1 is a project-generated, metrics-only dataset (7,371 rows across 14 tables) reporting how heuristic algorithms perform on the Minimum Weighted Feedback Arc Set (MWFAS) problem: given a directed graph whose arcs each have a weight, find the minimum-weight set of arcs whose removal makes the graph acyclic. The problem is directly connected to ranking from pairwise comparisons — a weighted directed edge can represent one item being… See the full description on the dataset page: https://huggingface.co/datasets/SoroushVahidi/mwfas-heuristic-metrics.gepa-rlm-exp-domain_heuristics-20260219-191545
gepa-rlm-exp-domain_heuristics-20260219-191545
GEPA prompt optimization experiment on AIME math problems.
Task LM: openai/gpt-4.1-mini | Reflection LM: openai/gpt-5 | Reflection Mode: domain_heuristics | Last updated: 2026-02-19 21:44 UTC
Results
Run
Method
k
Mode
Val Score
Test Acc
Tokens
Cost
Time
fixed_rlm_k20
rlm
20
domain_heuristics
55.56%
28.00%
1,168,868
$0.0000
6304s
Learning Curves
Experiment Config
{
"script_name":… See the full description on the dataset page: https://huggingface.co/datasets/reasoning-degeneration-dev/gepa-rlm-exp-domain_heuristics-20260219-191545.numina-math-heuristic-10kheuristic-tree-12k-newR2E-Gym-Lite-Truncate-Heuristic-100numina-math-heuristic-2kheuristic-tree-12kMultitask_Preplay_Euclidean_Heuristics
Multitask Preplay — Euclidean heuristic sweeps
Parameter-sweep data for the greedy and memory-based Euclidean-distance baselines of the Multitask Preplay paper (all H1+H2 settings, with alpha/radius/p_drop/beta/fidelity/decision parameter columns intact). Best settings used in the paper: JaxMaze alpha=10; Craftax alpha=10 with mild fidelity (r=2, p=0.1) and greedy decision.
Data for the paper "Multitask Preplay" (PNAS).
Analysis code:… See the full description on the dataset page: https://huggingface.co/datasets/wcarvalho/Multitask_Preplay_Euclidean_Heuristics.numina-math-heuristic-testheuristic_recency_labeled_mergedsoliaudit-dasp-sequence-fast-heuristiccybersecurity_phishing_email_heuristicsheuristic_recency_labeled_2heuristic_recency_labeledheuristic_recency_to_labelheuristic_recency_labeled_full_recheck