Question
What is the exact count of the number of parameters in the Enformer model (https://doi.org/10.1038/s41592-021-01252-x). Specifically, report the number of trainable parameters including both the human and mouse heads. Format the number without commas.
- Inferred answer
251221292Uniquely inferred from submitted scores.
- Domain
- Machine Learning
- Question style
- Tooling
An answer can be uniquely inferred for 54 of 100 questions from submitted scores. Green: correct · Red: incorrect. For questions without a uniquely determined answer: Blue: matches prediction · Orange: differs from prediction. These are inferred answer checks, not official per-question grades.
Galaxy
12/12 terminal item results
UDT = user-defined tool: custom code executed by Galaxy. Route badges summarize analysis tools, excluding uploads and automatic conversions. How usage is counted.
Codex GPT-5.5
3 replicates
Codex GPT-5.5
Replicate 1
CorrectUDT-only
Answer251221292
WorkflowEnformer Trainable Parameter Count
Codex GPT-5.5
Replicate 2
CorrectUDT-only
Answer251221292
WorkflowInspect Enformer Sources→Copy Dummy Probe→Copy Dummy Probe 2→Copy Dummy Probe 3→Copy Dummy Probe 4→1 more tools
- Total tokens
- 1.9M
- Output
- 20.4K
Codex GPT-5.5
Replicate 3
CorrectUDT + standard tools
Answer251221292
WorkflowEnformer trainable parameter count→Enformer trainable parameter count v2→Enformer trainable parameter count v3→Enformer Parameter Count V4→UDT Echo Probe V1→1 more tools
- Total tokens
- 2.0M
- Output
- 18.1K
Codex GPT-5.6 Sol
3 replicates
Codex GPT-5.6 Sol
Replicate 1
CorrectUDT-only
Answer251221292
WorkflowEnformer symbolic trainable parameter count→Enformer TensorFlow runtime probe→Enformer Sonnet runtime probe→Enformer Sonnet compatible runtime probe→Enformer Sonnet dependency-complete runtime probe→5 more tools
- Total tokens
- 3.1M
- Output
- 13.8K
Codex GPT-5.6 Sol
Replicate 2
CorrectUDT-only
Answer251221292
WorkflowEnformer exact trainable parameter count
- Total tokens
- 2.9M
- Output
- 14.1K
Codex GPT-5.6 Sol
Replicate 3
CorrectUDT-only
Answer251221292
WorkflowEnformer exact trainable parameter audit
- Total tokens
- 629.2K
- Output
- 5.5K
Codex + DeepSeek-v4-pro-0813
3 replicates
Codex + DeepSeek-v4-pro-0813
Replicate 1
CorrectUDT-only
Answer251221292
WorkflowEnformer Param Count→Enformer Trainable Count
- Total tokens
- 1.3M
- Output
- 13.5K
Codex + DeepSeek-v4-pro-0813
Replicate 2
CorrectUDT-only
Answer251221292
WorkflowTF Sonnet Probe→TF25 Sonnet Probe→TF15 Patched Sonnet Probe→TF15 Patched Sonnet Probe v2→TF15 Patched Sonnet Probe v3→2 more tools
- Total tokens
- 4.8M
- Output
- 31.9K
Codex + DeepSeek-v4-pro-0813
Replicate 3
CorrectUDT-only
Answer251221292
WorkflowEnformer Parameter Count→UDT Probe Simple→UDT Probe Env→UDT Probe Env2
- Total tokens
- 5.4M
- Output
- 37.0K
Codex GPT-5.6 Luna
3 replicates
Codex GPT-5.6 Luna
Replicate 1
CorrectUDT-only
Answer251221292
WorkflowEnformer source diagnostic→Enformer trainable parameter count→Enformer runtime parameter check→Enformer runtime parameter shape inventory→Enformer runtime parameter vector name inventory
- Total tokens
- 5.7M
- Output
- 38.1K
Codex GPT-5.6 Luna
Replicate 2
CorrectUDT-only
Answer251221292
WorkflowEnformer exact trainable parameter count→Enformer runtime parameter validation
- Total tokens
- 2.5M
- Output
- 23.3K
Codex GPT-5.6 Luna
Replicate 3
CorrectUDT-only
Answer251221292
WorkflowEnformer source diagnostic→Enformer trainable parameter count
- Total tokens
- 2.5M
- Output
- 27.0K