layumi / layumi/Image-Text-Embedding
CUHK results drops compared to reported numbers.
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- Dominant language
- MATLAB
- Stars
- 296
- Forks
- 72
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Description
txt-image rank-1:0.384178 mAP:0.354052 Medr:3.000000
txt-image rank-5:0.610136 rank-10:0.703866
which is normally 5-6% lower than reported. I made no change to the parameters, any ideas what could possibly be the reason for the performance drop?
trained on Ubuntu 16.04 LTS Matlab 2015b (preprocessing data on another machine with a higher version for jsondecode support) + cudnn 5.0 with a Titan Xp.
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Research direction
The issue names no files, tests, or entry points. Start by reproducing the reported CUHK metrics with the stated MATLAB, Ubuntu, cuDNN, Titan Xp, and preprocessing setup, then compare them with the reported numbers and isolate the cause of the 5–6% drop. Done means identifying a reproducible reason for the discrepancy or confirming matching results.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- matlab, ubuntu
- Domain
- computer-vision, machine-learning
- Issue type
- Bug
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100