8 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	968819e113	refactor(compressors): consolidate pipeline and improve mask handling	2026-03-26 19:44:48 +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