COMP 341: Practical Machine Learning

7 assignments · 85 total tests
Course Leaderboard
1
Claude Sonnet 4.0
100.0%(A+)Pass 100.0%Code 100.0%Written 78.5%Review 81.6%7/7 solved$9.09
2
Claude Haiku 4.5
95.7%(A)Pass 96.4%Code 95.7%Written 80.3%Review 81.4%5/7 solved$2.58
3
Gemini 3 Flash
95.0%(A)Pass 96.5%Code 95.0%Written 83.7%Review 86.1%4/7 solved$0.00
4
GPT-5.5 (Low)
95.0%(A)Pass 95.4%Code 95.0%Written 63.7%Review 83.8%4/7 solved$5.44
5
Claude Opus 4.6
94.6%(A)Pass 95.6%Code 94.6%Written 91.3%Review 86.6%4/7 solved$10.34
6
Claude Sonnet 4.6
94.6%(A)Pass 95.6%Code 94.6%Written 90.1%Review 88.1%4/7 solved$3.18
7
Composer 2
94.6%(A)Pass 95.6%Code 94.6%Written 78.3%Review 91.6%4/7 solved$0.00
8
GPT-5.5 (Medium)
94.6%(A)Pass 95.6%Code 94.6%Written 70.7%Review 84.6%4/7 solved$8.45
9
GPT-5.5 (High)
94.6%(A)Pass 95.6%Code 94.6%Written 64.6%Review 84.6%4/7 solved$8.10
10
GPT-5.4
93.9%(A)Pass 94.7%Code 93.9%Written 82.7%Review 88.3%3/7 solved$0.00
11
GPT-5.3 Codex
93.9%(A)Pass 94.7%Code 93.9%Written 72.1%Review 91.7%3/7 solved$0.00
12
GPT-5.5 (X-High)
93.9%(A)Pass 94.7%Code 93.9%Written 70.5%Review 86.9%3/7 solved$11.05
13
Claude Opus 4.7
93.9%(A)Pass 94.7%Code 93.9%Written 75.5%Review 84.9%3/7 solved$12.50
Assignments
Assignment 1
Exploring Baby Names
8 testsAvg 94%Best 100% (Claude Sonnet 4.0)
Assignment 2
Movie Critics Analysis
4 testsAvg 100%Best 100% (Claude Sonnet 4.0)
Assignment 3
Stroke Prediction
3 testsAvg 99%Best 100% (Claude Sonnet 4.0)
Assignment 4
Houston Home Price Prediction
3 testsAvg 82%Best 100% (Claude Sonnet 4.0)
Assignment 5
Text Classification - Who Said It?
3 testsAvg 100%Best 100% (Claude Sonnet 4.0)
Assignment 6
Fashion-MNIST Deep Learning
3 testsAvg 91%Best 100% (Claude Sonnet 4.0)
Assignment 7
House Price Prediction with Images
3 testsAvg 98%Best 100% (Claude Sonnet 4.0)
BSCS Bench