Dataset Card: CoT-Collection
Collection of various different tasks. The tasks aim at needing reasoning and diverse Chain-of-Thought strategies. Some tasks are chosen to be easy and don't require much reasoning.
Note that Big Bench Hard itself contains 27 different tasks.
Also Note that the test set has a very different distribution of tasks than the training set.
This dataset contains GPQA. Please do not publish it in plain text on the web.
Statistics for the training set (50000 samples)
| Dataset | Proportion | Absolute | Random correct accuracy |
|---|---|---|---|
| Total | 100.00% | 50000 | 20.53% |
| big bench hard | 11.72% | 5860 | 15.82% |
| MathQA | 4.16% | 2080 | 22.22% |
| crosswords | 4.16% | 2080 | 0.12% |
| DMath | 4.16% | 2079 | 4.22% |
| MMLU-Pro | 4.16% | 2079 | 11.68% |
| ape210k | 4.16% | 2078 | 2.09% |
| LSAT-AR | 3.63% | 1816 | 20.87% |
| SuperGLUE rte | 2.08% | 1039 | 50.16% |
| ARC easy | 2.08% | 1039 | 25.20% |
| asdiv | 2.08% | 1039 | 3.81% |
| SuperGLUE wic | 2.08% | 1039 | 50.00% |
| SuperGLUE multirc | 2.08% | 1039 | 55.86% |
| jeopardy | 2.08% | 1039 | 0.11% |
| SuperGLUE record | 2.08% | 1039 | 2.07% |
| ARC challenge | 2.08% | 1039 | 25.74% |
| logiqa2 | 2.08% | 1039 | 26.67% |
| SuperGLUE boolq | 2.08% | 1039 | 62.31% |
| hotpot qa hard | 2.08% | 1039 | 3.24% |
| drop single number | 2.08% | 1039 | 12.50% |
| MATH | 2.08% | 1039 | 2.67% |
| reclor | 2.08% | 1039 | 25.28% |
| strategy-qa | 2.08% | 1039 | 53.96% |
| RACE high school | 2.08% | 1038 | 27.02% |
| LSAT-LR | 2.08% | 1038 | 21.32% |
| LSAT-RC | 2.08% | 1038 | 21.13% |
| winogrande | 2.08% | 1038 | 50.01% |
| hellaswag | 2.08% | 1038 | 25.06% |
| codah | 2.08% | 1038 | 25.43% |
| com2sense | 2.08% | 1038 | 50.00% |
| ANLI | 2.07% | 1037 | 40.51% |
| reverse words | 2.07% | 1037 | 0.01% |
| riddle sense | 2.07% | 1037 | 20.64% |
| reversal curse | 2.07% | 1037 | 0.26% |
| truthful qa | 1.47% | 737 | 22.40% |
| svamp | 1.40% | 700 | 7.86% |
| count words in paragraph | 1.04% | 518 | 2.08% |
| count chars in english words | 1.04% | 518 | 16.68% |
| count chars in scrambled words | 1.04% | 518 | 16.68% |
| count chars in paragraph | 1.04% | 518 | 0.96% |
| SuperGLUE WSC | 1.00% | 499 | 53.25% |
| SuperGLUE copa | 0.72% | 360 | 51.25% |
| SAT Analogies | 0.67% | 336 | 24.40% |
| SuperGLUE cb | 0.45% | 225 | 47.60% |
| gpqa diamond | 0.00% | 0 | 29.29% |
| AIW | 0.00% | 0 | 22.00% |
| AIW+ | 0.00% | 0 | 6.25% |
| gsm8k | 0.00% | 0 | 3.20% |
| last letter concat | 0.00% | 0 | 0.57% |
| coin flip | 0.00% | 0 | 52.40% |
| Dataset | Proportion | Absolute | Random correct accuracy |
|---|---|---|---|
| Total | 100.00% | 6754 | 18.74% |
| gsm8k | 14.81% | 1000 | 3.20% |
| big bench hard | 9.64% | 651 | 15.82% |
| last letter concat | 7.40% | 500 | 0.57% |
| coin flip | 7.40% | 500 | 52.40% |
| AIW | 2.96% | 200 | 22.00% |
| gpqa diamond | 2.93% | 198 | 29.29% |
| AIW+ | 2.84% | 192 | 6.25% |
| ape210k | 2.38% | 161 | 2.09% |
| DMath | 2.38% | 161 | 4.22% |
| MMLU-Pro | 2.38% | 161 | 11.68% |
| crosswords | 2.38% | 161 | 0.12% |
| LSAT-AR | 2.38% | 161 | 20.87% |
| MathQA | 2.38% | 161 | 22.22% |
| reclor | 1.18% | 80 | 25.28% |
| codah | 1.18% | 80 | 25.43% |
| ANLI | 1.18% | 80 | 40.51% |
| asdiv | 1.18% | 80 | 3.81% |
| reverse words | 1.18% | 80 | 0.01% |
| SuperGLUE wic | 1.18% | 80 | 50.00% |
| reversal curse | 1.18% | 80 | 0.26% |
| riddle sense | 1.18% | 80 | 20.64% |
| SuperGLUE multirc | 1.18% | 80 | 55.86% |
| LSAT-LR | 1.18% | 80 | 21.32% |
| LSAT-RC | 1.18% | 80 | 21.13% |
| hellaswag | 1.18% | 80 | 25.06% |
| winogrande | 1.18% | 80 | 50.01% |
| truthful qa | 1.18% | 80 | 22.40% |
| MATH | 1.18% | 80 | 2.67% |
| SuperGLUE rte | 1.18% | 80 | 50.16% |
| ARC challenge | 1.18% | 80 | 25.74% |
| jeopardy | 1.18% | 80 | 0.11% |
| drop single number | 1.18% | 80 | 12.50% |
| hotpot qa hard | 1.18% | 80 | 3.24% |
| ARC easy | 1.18% | 80 | 25.20% |
| logiqa2 | 1.18% | 80 | 26.67% |
| RACE high school | 1.18% | 80 | 27.02% |
| SuperGLUE record | 1.18% | 80 | 2.07% |
| SuperGLUE boolq | 1.18% | 80 | 62.31% |
| strategy-qa | 1.18% | 80 | 53.96% |
| com2sense | 1.18% | 80 | 50.00% |
| svamp | 1.04% | 70 | 7.86% |
| SuperGLUE WSC | 0.81% | 55 | 53.25% |
| count words in paragraph | 0.59% | 40 | 2.08% |
| SuperGLUE copa | 0.59% | 40 | 51.25% |
| count chars in english words | 0.59% | 40 | 16.68% |
| count chars in scrambled words | 0.59% | 40 | 16.68% |
| count chars in paragraph | 0.59% | 40 | 0.96% |
| SAT Analogies | 0.55% | 37 | 24.40% |
| SuperGLUE cb | 0.37% | 25 | 47.60% |
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