12 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	968819e113	refactor(compressors): consolidate pipeline and improve mask handling	2026-03-26 19:44:48 +08:00
SikongJueluo	90d5a8f08a	refactor(pipeline): integrate SAM segmentation and modularize model loading	2026-03-26 19:44:47 +08:00
SikongJueluo	b39ee74e99	feat(benchmark): add multi-object retrieval benchmark with SAM segmentation	2026-03-12 12:52:51 +08:00
SikongJueluo	e832f9d656	refactor(ui): replace tqdm with rich for enhanced console output	2026-03-06 17:07:59 +08:00
SikongJueluo	5be4709acf	feat(utils): add feature extraction utilities and tests	2026-03-05 21:42:49 +08:00
SikongJueluo	a16b376dd7	refactor(benchmarks): modularize benchmark system with config-driven execution	2026-03-02 20:03:38 +08:00
SikongJueluo	a7b01cb49e	feat(compressors): add SAM+DINO+Hash pipeline for object feature extraction	2026-03-02 14:30:40 +08:00
SikongJueluo	f0479cc69b	refactor(configs, data_loading): improve code clarity and add docstrings	2026-03-01 16:22:53 +08:00
SikongJueluo	77d715a2cf	feat(dataset): add synthetic dataset generation and configuration	2026-02-28 21:51:57 +08:00
SikongJueluo	3ba3705ba6	refactor(configs): remove unused settings	2026-02-08 23:14:40 +08:00
SikongJueluo	9e9070bdb4	feat(configs): implement Pydantic configuration system with type safety	2026-02-01 12:11:51 +08:00