Model: Slep/CondViT-B16-txt
Author: Slep
Pipeline: feature-extraction
Library: transformers
Tags: transformers, safetensors, condvit, feature-extraction, lrvsf-benchmark, custom_code, dataset:Slep/LAION-RVS-Fashion, arxiv:2306.02928, license:cc-by-nc-4.0, model-index, region:us
Card metadata: license: cc-by-nc-4.0
model-index: name: CondViT-B16-txt
results: dataset: name: LAION - Referred Visual Search - Fashion
split: test
type: Slep/LAION-RVS-Fashion
metrics: name: R@1 +10K Dist.
type: recall_at_1|10000
value: 94.18 ± 0.86
verified: no, name: R@5 +10K Dist.
type: recall_at_5|10000
value: 98.78 ± 0.32
verified: no, name: R@10 +10K Dist.
type: recall_at_10|10000
value: 99.25 ± 0.30
verified: no, name: R@20 +10K Dist.
type: recall_at_20|10000
value: 99.71 ± 0.17
verified: no, name: R@50 +10K Dist.
type: recall_at_50|10000
value: 99.79 ± 0.13
verified: no, name: R@1 +100K Dist.
type: recall_at_1|100000
value: 87.07 ± 1.30
verified: no, name: R@5 +100K Dist.
type: recall_at_5|100000
value: 95.28 ± 0.61
verified: no, name: R@10 +100K Dist.
type: recall_at_10|100000
value: 96.99 ± 0.44
verified: no, name: R@20 +100K Dist.
type: recall_at_20|100000
value: 98.04 ± 0.36
verified: no, name: R@50 +100K Dist.
type: recall_at_50|100000
value: 98.98 ± 0.26
verified: no, name: R@1 +500K Dist.
type: recall_at_1|500000
value: 79.41 ± 1.02
verified: no, name: R@5 +500K Dist.
type: recall_at_5|500000
value: 89.65 ± 1.08
verified: no, name: R@10 +500K Dist.
type: recall_at_10|500000
value: 92.72 ± 0.87
verified: no, name: R@20 +500K Dist.
type: recall_at_20|500000
value: 94.88 ± 0.58
verified: no, name: R@50 +500K Dist.
type: recall_at_50|500000
value: 97.13 ± 0.48
verified: no, name: R@1 +1M Dist.
type: recall_at_1|1000000
value: 75.60 ± 1.40
verified: no, name: R@5 +1M Dist.
type: recall_at_5|1000000
value: 86.62 ± 1.42
verified: no, name: R@10 +1M Dist.
type: recall_at_10|1000000
value: 90.13 ± 1.06
verified: no, name: R@20 +1M Dist.
type: recall_at_20|1000000
value: 92.82 ± 0.76
verified: no, name: R@50 +1M Dist.
type: recall_at_50|1000000
value: 95.61 ± 0.62
verified: no, name: Available Dists.
type: n_dists
value: 2000014
verified: no, name: Embedding Dimension
type: embedding_dim
value: 512
verified: no, name: Conditioning
type: conditioning
value: text
verified: no
source: name: LRVSF Leaderboard
url: https://huggingface.co/spaces/Slep/LRVSF-Leaderboard
task: type: Retrieval
tags: lrvsf-benchmark
datasets: Slep/LAION-RVS-Fashion
Likes: 0 | All-time downloads: 27
Created: 2024-04-05 15:15:20