Agentic Learning
Agentic-Diagnostic-Reasoning-with-Multimodal-SLMs-via-Reinforcement-Learningdaily-oracle
Daily Oracle
📰 Project Website📝 Paper - Are LLMs Prescient? A Continuous Evaluation using Daily News as the Oracle
Daily Oracle is a continuous evaluation benchmark using automatically generated QA pairs from daily news to assess how the future prediction capabilities of LLMs evolve over time.
Dataset Details
Question Type: True/False (TF) & Multiple Choice (MC)
Current Version*
Time Span: 2020.01.01 - 2026.07.18
Size: 20,376 TF questions and 18,557 MC… See the full description on the dataset page: https://huggingface.co/datasets/agentic-learning-ai-lab/daily-oracle.Walking-Tours-Semantic
Walking Tours Semantic
Walking Tours Semantic (WT-Sem), introduced in PooDLe, provides semantic segmentation masks for videos in the Walking Tours dataset, as well as three additional videos for validation.
Frames are sampled every 2 seconds from each video and a top-of-the-line semantic segmentation model, OpenSeed, is used to generate the masks.
Specifically, the Swin-L variant of OpenSeed, pretrained on COCO and Objects365 and finetuned on ADE20K, is used.
The 3 new walkaround… See the full description on the dataset page: https://huggingface.co/datasets/agentic-learning-ai-lab/Walking-Tours-Semantic.point_maze_medium
PointMaze Medium
The PointMaze-Medium dataset from
Temporal Straightening for Latent Planning
(Wang et al., 2026). It has 4,000 trajectories of 100 steps in the D4RL
maze2d-medium-v0 maze, rendered at 224×224. It extends the umaze set in
DINO-WM and uses the same
file layout.
Layout
point_maze_medium/
├── obses/episode_000.pth … episode_3999.pth # uint8 [100, 224, 224, 3] per episode
├── states.pth # float64 [4000, 100, 4]: x, y, vx, vy
├── actions.pth… See the full description on the dataset page: https://huggingface.co/datasets/agentic-learning-ai-lab/point_maze_medium.repro-learning-to-share-selective-memory-for-efficient-parallel-agentic-systems-traces
Agent traces
Agent sessions published from a Trackio Logbook.
