7 Commits

Author	SHA1	Message	Date
SikongJueluo	9eb52f8cef	feat(benchmark): support multi-dataset evaluation with configurable top-k list ... - Evaluate multiple datasets in a single run (CIFAR10 + CIFAR100) - Report Recall@K for a list of K values from one underlying search - Save results to disk: summary.md, metrics.csv, per-dataset predictions.csv, confusion_matrix.csv - Richer evaluation output: query_labels, topk_ids, topk_labels for downstream analysis - Add --dataset and --top-k CLI overrides for benchmark command - Update config schema: dataset→datasets, top_k→top_k_list	2026-05-31 18:58:01 +08:00
SikongJueluo	ab616528b4	refactor(benchmark): delegate model loading to tasks and support CIFAR-100 ... - Extract model loading logic from benchmark CLI into task-owned prepare_benchmark - Add RetrievalEncoder class wrapping DINO with optional hash compression - Add accelerate dependency for device management - Switch dataset from CIFAR-10 to CIFAR-100 with fine_label column	2026-05-15 09:59:40 +08:00
SikongJueluo	79b49f122a	feat(test): add collect test images notebook and replace BitImageProcessorFast	2026-04-11 15:22:22 +08:00
SikongJueluo	4da08dc3d3	refactor(compressors): Simplify module by removing SAM/DINO separation code ... - Remove dino_compressor.py and segament_compressor.py - Rewrite pipeline.py to inline DINO into HashPipeline - Maintain backward compatibility: SAMHashPipeline alias - Update tests and benchmark.py	2026-03-07 22:55:13 +08:00
SikongJueluo	e832f9d656	refactor(ui): replace tqdm with rich for enhanced console output	2026-03-06 17:07:59 +08:00
SikongJueluo	4a6918ce56	refactor(cli): centralize Typer app creation and command registration	2026-03-06 16:07:12 +08:00
SikongJueluo	7dbd704d6b	refactor(cli): migrate from argparse to typer for command-line interface	2026-03-06 11:41:44 +08:00