Datasets:
ETH exam bench: VIS exams
Problems from ETH Zurich exams with official solutions (VIS Community Solutions), extracted from the PDFs with a vision model, cross-checked by a second model and a tie-break vote, and partly checked by hand. Private, for evaluation only. The exam text and solutions belong to their authors and come from exams.vis.ethz.ch, which requires an ETH login: do not redistribute, and do not train on it.
from datasets import load_dataset
ds = load_dataset("<repo>", "all", split="test") # configs: all, core-dev-dev, core-dev-test, core-dev
| Config | Rows | Exams | Checked by hand |
|---|---|---|---|
all |
9494 | 321 | 198 |
core-dev-dev |
176 | 6 | 54 |
core-dev-test |
142 | 4 | 45 |
core-dev |
318 | 10 | 99 |
all: 9494 rows; open_ended 6724, multiple_choice 1887, true_false 883.
Review status: agreed 5226, needs_review 3031, resolved_by_vote 1039, human_fixed 119, human_verified 79.
Rows with review_status needs_review were flagged by the checks and not fixed yet; filter on
review_status / hand_checked / flags for stricter sets. Every row's subsets lists the named
subsets it belongs to (so core-dev rows can also be taken from all).
| Subject | Exams | Rows | Checked by hand |
|---|---|---|---|
| Advanced Algorithms | 1 | 11 | 0 |
| Advanced Systems Lab | 10 | 296 | 3 |
| Advanced Topics in Communication Networks | 1 | 45 | 2 |
| Algorithmen und Datenstrukturen | 41 | 952 | 7 |
| Algorithmen und Wahrscheinlichkeit | 6 | 126 | 0 |
| Algorithms Probability and Computing | 4 | 50 | 1 |
| Analysis | 35 | 758 | 9 |
| Applied Cryptography | 2 | 44 | 6 |
| Compiler Design | 5 | 288 | 5 |
| Computer Architecture | 9 | 367 | 3 |
| Computer Networks | 8 | 557 | 11 |
| Computer Vision | 3 | 83 | 9 |
| Concepts of Object-Oriented Programming | 10 | 176 | 1 |
| Data Management Systems | 1 | 73 | 1 |
| Data Modelling and Databases | 4 | 207 | 4 |
| Digital Design and Computer Architecture | 24 | 1000 | 20 |
| Diskrete Mathematik | 1 | 17 | 0 |
| Distributed Systems | 1 | 14 | 1 |
| Formal Foundations of Programming Languages | 3 | 79 | 0 |
| Formal Methods And Functional Programming | 6 | 49 | 20 |
| Introduction to Machine Learning | 10 | 481 | 17 |
| Introduction to Mathematical Optimization | 2 | 46 | 0 |
| Lineare Algebra | 11 | 248 | 2 |
| Machine Perception | 7 | 402 | 5 |
| Mathematische Methoden (komplexe Analysis) | 12 | 164 | 3 |
| Natural Language Processing | 4 | 98 | 1 |
| Network Security | 12 | 606 | 12 |
| Numerical Methods for CS(E) | 16 | 258 | 18 |
| Numerical Methods for Partial Differential Equations | 1 | 25 | 0 |
| Optimization for Data Science | 1 | 15 | 0 |
| Parallele Programmierung | 12 | 293 | 2 |
| Physik | 2 | 16 | 0 |
| Probabilistic Artificial Intelligence | 8 | 309 | 17 |
| Probabilistic Methods in Combinatorics | 2 | 17 | 0 |
| Program Verification | 1 | 12 | 1 |
| Rigorous Software Engineering | 1 | 20 | 1 |
| VLSI 1: HDL based design for FPGAs | 2 | 54 | 1 |
| Visual Computing | 5 | 344 | 6 |
| Wahrscheinlichkeit und Statistik | 37 | 894 | 9 |
Fields
id,subsets,subject,exam,exam_file,year,term,languageproblem_number,parent_number,problem_title,problem_type(open_ended / multiple_choice / true_false)max_points(null when the exam prints none),context(shared problem text),question(options appended for choice rows)options(label, text),answer_key(correct labels / words; ordered per statement for some rows),solution,rubric,exam_rules,parts(JSON)needs_image,images(figures cropped from the exam by the reviewer)review_status(agreed, resolved_by_vote, needs_review, human_verified, human_fixed),hand_checked,flagsexam_pages,solution_pages(1-based pages of the source PDFs)
Processing and review: docs/vis_exams.md and docs/vis_core_subset.md in the eth-exam-bench repo.
- Downloads last month
- 36