Pipeline mind map
Standard pipeline template for a science competition. Not yet specialised by an editor.
Data processing
- Understand the domain format
- Validate against the provided split
Model design
- Published baseline from the host
- Domain-specific models
Training
- Group-aware validation
Post-processing
- Exact submission schema
- Ensembles
Metric
ARC-AGI-3 Metric.
Public baselines
Most-voted public notebooks, refreshed daily from the Kaggle API (last 2026-10-10).
- ARC3 Sample Submission - Stochastic Goose ▲727
- ARC-AGI-3 Milestone 2 Solution ▲725
- ARC3 Sample Submission - Random Agent ▲705
- Tufa Labs duck harness [June 30 milestone winner] ▲368
- LB-9 arc3 duck v12 with Qwen 3.8 27B ▲295
- Duck Qwen3.8 Anim Base ▲286
- 【暗黑AGI】duck-harness-fast-eval ▲264
- taaf-duck-harness-kaggle ▲260
- Ash's ARC-AGI-3 Agent ▲240
- Duck Qwen3.8 (Tuned) ▲216
- Duck Qwen3.8 Flash Next NVFP4 MTP ▲198
- taaf-flashnext-sheetu12b-0922 ▲196
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