# The AutoScientist Leaderboard #### Per domain, we rank the best AutoScientist runs the community has submitted so far. Open to everyone. ## Leaderboard Domains Selected domain 0 #### submitted runs 0 #### domains covered 00 #### data artifacts processed ## Leaderboard All Domains Domains General97 Medical28 Legal26 Agriculture23 Math23 Science23 Personal finance22 Code21 Language15 Market analysis13 Data analysis & visualization11 HR9 Marketing7 Writing, editing & communication7 Governance6 Academic education5 Corporate & business5 News5 Cooking4 Culture4 Career & workplace3 How-to3 Product advice3 Technology3 Architecture & design2 Art2 Fitness & sports2 Games2 Geography2 Music2 Social2 Sports2 Travel2 Animal & nature1 Entertainment1 Religion1 Selected domain All Domains387 C ### Carson 1 India Share achievement Model adaption\_nvidia\_nemotron\_3\_su\_logic\_step\_verification\_60bd3260 Dataset size 12K Dataset logic\_step\_verification\_12k Alignment No Domain Win Rate 86.7% Task Win Rate 99.2% Normalised Score +2.33 Percentile 100th Share achievement P ### Prashant 2 India Share achievement Model adaption\_qwen3\_4b\_base\_aarambh\_followup\_delay\_p\_673cccc5 Dataset size 1.3K27.9K Dataset aarambh\_followup\_delay\_pred Alignment No Domain Win Rate 77.8% Task Win Rate 77.4% Normalised Score +2.00 Percentile 100th Share achievement D ### Dhruv 3 United States Share achievement Model adaption\_nvidia\_nemotron\_3\_su\_clinical\_soa\_notes\_ff3f620d Dataset size 9.7K10K Dataset clinical\_soa\_notes Alignment No Domain Win Rate 88.7% Task Win Rate 83.4% Normalised Score +1.87 Percentile 99th Share achievement C ### Carson 4 India Share achievement Model adaption\_nvidia\_nemotron\_3\_su\_language\_flores\_enx\_open\_e0dfaf9f Dataset size 24K Dataset language\_flores\_enx\_open\_seed\_nemotron Alignment No Domain Win Rate 97.9% Task Win Rate 80.5% Normalised Score +1.84 Percentile 99th Share achievement C ### Carson 5 India Share achievement Model adaption\_nvidia\_nemotron\_3\_su\_code25k\_open\_seed\_nemotr\_91ee9bd3 Dataset size 25K Dataset code25k\_open\_seed\_nemotron Alignment No Domain Win Rate 85.4% Task Win Rate 79.5% Normalised Score +1.82 Percentile 99th Share achievement V ### Vinod Anbalagan 6 Canada Share achievement Model adaption\_nvidia\_nemotron\_3\_su\_medical\_qa\_pairs\_d1f85ecc Dataset size 12K Dataset medical\_qa\_pairs Alignment No Domain Win Rate 87.9% Task Win Rate 92% Normalised Score +1.74 Percentile 99th Share achievement C ### Carson 7 India Share achievement Model adaption\_nvidia\_nemotron\_3\_su\_general\_jev\_rep\_open\_see\_5b77d1e7 Dataset size 12.9K Dataset general\_jev\_rep\_open\_seed\_nemotron Alignment No Domain Win Rate 93.8% Task Win Rate 89.9% Normalised Score +1.71 Percentile 98th Share achievement C ### Carson 8 India Share achievement Model adaption\_nvidia\_nemotron\_3\_su\_agriculture\_open\_seed\_ne\_8c56c474 Dataset size 19.4K Dataset agriculture\_open\_seed\_nemotron Alignment No Domain Win Rate 86.1% Task Win Rate 87.2% Normalised Score +1.69 Percentile 98th Share achievement A ### Akhand 9 India Share achievement Model adaption\_mixtral\_8x7b\_instruc\_india\_sector\_sentiment\_4703ce02 Dataset size 44328.2K Dataset india\_sector\_sentiment Alignment No Domain Win Rate 77.3% Task Win Rate 90.9% Normalised Score +1.59 Percentile 98th Share achievement C ### Carson 10 India Share achievement Model adaption\_nvidia\_nemotron\_3\_su\_market\_headlines\_open\_se\_89c4946c Dataset size 20K Dataset market\_headlines\_open\_seed\_nemotron Alignment No Domain Win Rate 82.9% Task Win Rate 99.5% Normalised Score +1.57 Percentile 98th Share achievement | # | Name | Country | Model | Dataset size | Dataset | Alignment | Task Win % | Domain Win % | Normalised Score | Percentile | | -- | ---------------- | ------------- | ------------------------------------------------------------------------- | ------------ | ------------------------------------------- | --------- | ---------- | ------------ | ---------------- | ---------- | | 1 | CCarson | India | adaption\_nvidia\_nemotron\_3\_su\_logic\_step\_verification\_60bd3260 | 12K | logic\_step\_verification\_12k | No | 99.2% | 86.7% | +2.33 | 100th | | 2 | PPrashant | India | adaption\_qwen3\_4b\_base\_aarambh\_followup\_delay\_p\_673cccc5 | 1.3K27.9K | aarambh\_followup\_delay\_pred | No | 77.4% | 77.8% | +2.00 | 100th | | 3 | DDhruv | United States | adaption\_nvidia\_nemotron\_3\_su\_clinical\_soa\_notes\_ff3f620d | 9.7K10K | clinical\_soa\_notes | No | 83.4% | 88.7% | +1.87 | 99th | | 4 | CCarson | India | adaption\_nvidia\_nemotron\_3\_su\_language\_flores\_enx\_open\_e0dfaf9f | 24K | language\_flores\_enx\_open\_seed\_nemotron | No | 80.5% | 97.9% | +1.84 | 99th | | 5 | CCarson | India | adaption\_nvidia\_nemotron\_3\_su\_code25k\_open\_seed\_nemotr\_91ee9bd3 | 25K | code25k\_open\_seed\_nemotron | No | 79.5% | 85.4% | +1.82 | 99th | | 6 | VVinod Anbalagan | Canada | adaption\_nvidia\_nemotron\_3\_su\_medical\_qa\_pairs\_d1f85ecc | 12K | medical\_qa\_pairs | No | 92% | 87.9% | +1.74 | 99th | | 7 | CCarson | India | adaption\_nvidia\_nemotron\_3\_su\_general\_jev\_rep\_open\_see\_5b77d1e7 | 12.9K | general\_jev\_rep\_open\_seed\_nemotron | No | 89.9% | 93.8% | +1.71 | 98th | | 8 | CCarson | India | adaption\_nvidia\_nemotron\_3\_su\_agriculture\_open\_seed\_ne\_8c56c474 | 19.4K | agriculture\_open\_seed\_nemotron | No | 87.2% | 86.1% | +1.69 | 98th | | 9 | AAkhand | India | adaption\_mixtral\_8x7b\_instruc\_india\_sector\_sentiment\_4703ce02 | 44328.2K | india\_sector\_sentiment | No | 90.9% | 77.3% | +1.59 | 98th | | 10 | CCarson | India | adaption\_nvidia\_nemotron\_3\_su\_market\_headlines\_open\_se\_89c4946c | 20K | market\_headlines\_open\_seed\_nemotron | No | 99.5% | 82.9% | +1.57 | 98th | Show more