Science Score: 26.0%
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○CITATION.cff file
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○Scientific vocabulary similarity
Low similarity (7.8%) to scientific vocabulary
Repository
A Benchmark for NFT Rarity Meters
Basic Info
- Host: GitHub
- Owner: fasghq
- License: mit
- Language: Python
- Default Branch: main
- Size: 119 MB
Statistics
- Stars: 0
- Watchers: 2
- Forks: 0
- Open Issues: 0
- Releases: 0
Metadata Files
README.md
ROAR
A Benchmark for NFT Rarity Meters.
Installation
```console
Clone a repo
git clone https://github.com/fasghq/ROAR-benchmark.git
Create virtual envoronment and install required packages
python3 -m venv roar-venv source roar-venv/bin/activate pip3 install -r requirements.txt ```
Verification of rarity meters implementations
As part of our benchmark showcase, we also performed a set of verification experiments to ensure the accuracy of our implementation.
Custom implementations of OpenRarity, rarity.tools, NFTGo and Kramer can be found in the performance_evaluation directory.
The command for running verification tests:
console
python -m pytest examples
Results
To visualize the comparison of rarity meters on the entire dataset, we use performance profiles.
Assume we have $C$ NFT collections: $\mathbb{X}^1, \ldots, \mathbb{X}^C$. Denote the performance measure of m-th rarity meter $Rm$ on c-th collection $\mathbb{X}^c$ as $F{m, c} = F(R_m; \mathbb{X}^c)$.
Then, performance profile of rarity meter $Rm$ in a rarity meter set $R1, \ldots, R_m$ on ROAR benchmark is defined as:
$$ \rho(\tau; Rm) = \dfrac{1}{C} \sum \limits{c = 1}^{C} [ F{m, c} + \tau \geq \max{ ( F{i, c} ) }_{i = 1}^{M} ] $$
The results can be seen on the graph below:
Citation
TODO
Owner
- Name: Dmitry
- Login: fasghq
- Kind: user
- Repositories: 2
- Profile: https://github.com/fasghq
GitHub Events
Total
Last Year
Dependencies
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- eslint-plugin-prettier ^4.2.1 development
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- jest ^27.3.1 development
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- @nftgo/gorarity 1.0.1
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- @nftgo/gorarity ^1.0.1
- node-fetch ^3.3.2
- iniconfig ==2.0.0
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- numpy ==1.26.4
- packaging ==24.0
- pandas ==2.2.2
- pluggy ==1.4.0
- pytest ==8.1.1
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- pytz ==2024.1
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