FORESIGHT · SCOREBOARD

Foresight

Name: ScienceToStartup Foresight Prediction Ledger
Creator: ScienceToStartup
License: https://creativecommons.org/licenses/by/4.0/

2026-05-31

100 active frozen predictions, ranked by signal-fusion score. Outcome windows are still open, so these rows are awaiting outcome evidence rather than true/false resolution.

LIVE Active frozen prediction ledger from chronology-valid public rows in foresight_predictions; unresolved rows are awaiting outcome evidence.

100 activeawaiting outcome

#	Paper · arxiv id	Domain	Signal Fusion	Predicted	Frozen	Lineage	Outcome
97	Seeing Beyond: Extrapolative Domain Adaptive Panoramic Segmentation 2603.15475v1	cs.LG	95.0	2026-04-20	2026-04-20	unverifiable	P
96	FG-CLTP: Fine-Grained Contrastive Language Tactile Pretraining for Robotic Manipulation 2603.10871v1	cs.LG	95.0	2026-04-20	2026-04-20	unverifiable	P
95	Heterogeneous Vertiport Selection Optimization for On-Demand Air Taxi Services: A Deep Reinforcement Learning Approach 2601.21316v1	cs.CV	95.0	2026-04-20	2026-04-20	unverifiable	P
91	Advancing Automated Algorithm Design via Evolutionary Stagewise Design with LLMs 2603.07970v1	cs.CV	95.0	2026-04-20	2026-04-20	unverifiable	P
90	Reasoning-Oriented Programming: Chaining Semantic Gadgets to Jailbreak Large Vision Language Models 2603.09246v1	cs.AI	95.0	2026-04-20	2026-04-20	unverifiable	P
89	SIA: A Synthesize-Inject-Align Framework for Knowledge-Grounded and Secure E-commerce Search LLMs with Industrial Deployment 2603.16137v1	cs.CV	95.0	2026-04-20	2026-04-20	unverifiable	P
86	Exploring Open-Vocabulary Object Recognition in Images using CLIP 2603.05962v1	cs.LG	95.0	2026-04-20	2026-04-20	unverifiable	P
85	PanoVGGT: Feed-Forward 3D Reconstruction from Panoramic Imagery 2603.17571v1	cs.AI	95.0	2026-04-20	2026-04-20	unverifiable	P
82	IRIS: Intersection-aware Ray-based Implicit Editable Scenes 2603.15368v1	cs.CV	95.0	2026-04-20	2026-04-20	unverifiable	P
81	Interpretable Traffic Responsibility from Dashcam Video via Legal Multi Agent Reasoning 2603.17930v1	cs.RO	95.0	2026-04-20	2026-04-20	unverifiable	P
78	Compiled AI: Deterministic Code Generation for LLM-Based Workflow Automation 2604.05150v1	cs.CL	95.0	2026-04-20	2026-04-20	unverifiable	P
73	Coherent Human-Scene Reconstruction from Multi-Person Multi-View Video in a Single Pass 2603.12789v1	cs.LG	95.0	2026-04-20	2026-04-20	unverifiable	P
72	Global Cross-Modal Geo-Localization: A Million-Scale Dataset and a Physical Consistency Learning Framework 2603.08491v1	cs.LG	95.0	2026-04-20	2026-04-20	unverifiable	P
70	IoT-Brain: Grounding LLMs for Semantic-Spatial Sensor Scheduling 2604.08033v1	cs.LG	95.0	2026-04-20	2026-04-20	unverifiable	P
68	ClawGuard: A Runtime Security Framework for Tool-Augmented LLM Agents Against Indirect Prompt Injection 2604.11790v1	cs.AI	95.0	2026-04-20	2026-04-20	unverifiable	P
66	HG-Lane: High-Fidelity Generation of Lane Scenes under Adverse Weather and Lighting Conditions without Re-annotation 2603.10128v1	cs.LG	95.0	2026-04-20	2026-04-20	unverifiable	P
61	CoRefine: Confidence-Guided Self-Refinement for Adaptive Test-Time Compute 2602.08948v1	cs.LG	95.0	2026-04-20	2026-04-20	unverifiable	P
59	Training-Free Test-Time Contrastive Learning for Large Language Models 2604.13552v1	cs.CL	95.0	2026-04-20	2026-04-20	unverifiable	P
57	FlashSampling: Fast and Memory-Efficient Exact Sampling 2603.15854v1	cs.CV	95.0	2026-04-20	2026-04-20	unverifiable	P
54	Flowr -- Scaling Up Retail Supply Chain Operations Through Agentic AI in Large Scale Supermarket Chains 2604.05987v1	cs.LG	95.0	2026-04-20	2026-04-20	unverifiable	P
50	SkillSieve: A Hierarchical Triage Framework for Detecting Malicious AI Agent Skills 2604.06550v1	cs.CL	95.0	2026-04-20	2026-04-20	unverifiable	P
46	LightSplat: Fast and Memory-Efficient Open-Vocabulary 3D Scene Understanding in Five Seconds 2603.24146v1	cs.LG	95.0	2026-04-20	2026-04-20	unverifiable	P
44	Hunting CUDA Bugs at Scale with cuFuzz 2603.12485v1	cs.RO	95.0	2026-04-20	2026-04-20	unverifiable	P
41	MAC-AMP: A Closed-Loop Multi-Agent Collaboration System for Multi-Objective Antimicrobial Peptide Design 2602.14926v1	cs.RO	95.0	2026-04-20	2026-04-20	unverifiable	P
40	Unleashing Video Language Models for Fine-grained HRCT Report Generation 2603.12469v1	cs.LG	95.0	2026-04-20	2026-04-20	unverifiable	P
38	Graph Neural Operator Towards Edge Deployability and Portability for Sparse-to-Dense, Real-Time Virtual Sensing on Irregular Grids 2604.01802v1	cs.CL	95.0	2026-04-20	2026-04-20	unverifiable	P
35	Domain-Adaptation through Synthetic Data: Fine-Tuning Large Language Models for German Law 2601.14160v1	cs.LG	95.0	2026-04-20	2026-04-20	unverifiable	P
34	HiSpatial: Taming Hierarchical 3D Spatial Understanding in Vision-Language Models 2603.25411v1	cs.CV	95.0	2026-04-20	2026-04-20	unverifiable	P
29	Efficient Protein Optimization via Structure-aware Hamiltonian Dynamics 2601.11012v1	cs.RO	95.0	2026-04-20	2026-04-20	unverifiable	P
28	OpenClaw-RL: Train Any Agent Simply by Talking 2603.10165v1	cs.CV	95.0	2026-04-20	2026-04-20	unverifiable	P
27	JobMatchAI An Intelligent Job Matching Platform Using Knowledge Graphs, Semantic Search and Explainable AI 2603.14558v1	cs.CV	95.0	2026-04-20	2026-04-20	unverifiable	P
26	ACPV-Net: All-Class Polygonal Vectorization for Seamless Vector Map Generation from Aerial Imagery 2603.16616v1	cs.RO	95.0	2026-04-20	2026-04-20	unverifiable	P
25	Toward Complex-Valued Neural Networks for Waveform Generation 2603.11589v1	cs.CL	95.0	2026-04-20	2026-04-20	unverifiable	P
18	DyWeight: Dynamic Gradient Weighting for Few-Step Diffusion Sampling 2603.11607v1	cs.RO	95.0	2026-04-20	2026-04-20	unverifiable	P
13	SGI: Structured 2D Gaussians for Efficient and Compact Large Image Representation 2603.07789v1	cs.AI	95.0	2026-04-20	2026-04-20	unverifiable	P
11	MetaboNet: The Largest Publicly Available Consolidated Dataset for Type 1 Diabetes Management 2601.11505v1	cs.LG	95.0	2026-04-20	2026-04-20	unverifiable	P
8	WAFT-Stereo: Warping-Alone Field Transforms for Stereo Matching 2603.24836v1	cs.CV	95.0	2026-04-20	2026-04-20	unverifiable	P
6	InCoder-32B: Code Foundation Model for Industrial Scenarios 2603.16790v1	cs.CV	95.0	2026-04-20	2026-04-20	unverifiable	P
2	RoboVIP: Multi-View Video Generation with Visual Identity Prompting Augments Robot Manipulation 2601.05241v1	cs.LG	95.0	2026-04-20	2026-04-20	unverifiable	P