datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
deterministic-trajectory-transitions-25k
ASE Syntax Extractions
The machine does not dream. It computes — and in that computation, structure emerges. This is not simulated data; it is an extraction of axiomatic necessity.
Overview
This dataset contains deterministic trajectory extractions from a closed, axiomatic system. Every frame is the output of a syntax engine where (seed, tick, entity) tuples are resolved through fixed transformations.
Deterministic: The same (run_id, batch_index) generates… See the full description on the dataset page: https://huggingface.co/datasets/Deterministic-Data/deterministic-trajectory-transitions-25k.UltraFeedback-for-vrpo-4answers-by-mistra-deterministicMMLongBench_var4_deepeyes_multiturn_deterministic
MMLongBench – 2025-12-14 13:43 UTC
Average accuracy: 46.74% (1072 samples with scores)
Subset metrics by evidence source:
Pure-text (Plain-text): samples=302, accuracy=48.01%
Figure: samples=299, accuracy=38.46%
Table: samples=217, accuracy=42.40%
Chart: samples=175, accuracy=41.71%
Generalized-text (Layout): samples=119, accuracy=34.45%
Subset metrics by evidence pages length:
no_pages: samples=226, accuracy=57.08%
single_page: samples=489, accuracy=52.76%
multiple_pages:… See the full description on the dataset page: https://huggingface.co/datasets/happy8825/MMLongBench_var4_deepeyes_multiturn_deterministic.