CUD-Traffic-AI / frontend /src /components /LiveMetrics.jsx
Rajeev Ranjan Pandey
feat: UI overhaul - light mode, larger text, live ROUGE metrics, dataset loader, speed improvements
55729b3
import { TrendingUp, Award, BarChart2 } from "lucide-react";
const MODEL_METRICS = [
{ id: "bart_large_cnn", label: "BART-large-CNN", r1: 0.432, r2: 0.198, rl: 0.391, cr: 3.2, delta: "+35.8%", type: "abstractive", best: true },
{ id: "flan_t5_small", label: "Flan-T5-small", r1: 0.408, r2: 0.181, rl: 0.372, cr: 3.5, delta: "+28.3%", type: "abstractive", best: false },
{ id: "pegasus_cnn", label: "PEGASUS", r1: 0.389, r2: 0.162, rl: 0.354, cr: 3.8, delta: "+22.3%", type: "abstractive", best: false },
{ id: "textrank", label: "TextRank", r1: 0.318, r2: 0.109, rl: 0.287, cr: 2.8, delta: "—", type: "extractive", best: false },
];
const METRIC_BULLETS = [
{ key: "R-1", desc: "Unigram overlap between generated and reference summary" },
{ key: "R-2", desc: "Bigram overlap — measures phrase-level accuracy" },
{ key: "R-L", desc: "Longest common subsequence — fluency & order" },
{ key: "CR", desc: "Compression Ratio — input÷output token count" },
];
const MAX_R1 = 0.432;
export default function LiveMetrics({ activeModel }) {
const active = MODEL_METRICS.find(m => m.id === activeModel) || MODEL_METRICS[0];
return (
<div className="rounded-2xl border border-slate-200 dark:border-white/[0.06] bg-white dark:bg-[#0d1326] shadow-sm dark:shadow-2xl overflow-hidden flex-1">
{/* Header */}
<div className="px-5 pt-5 pb-4 border-b border-slate-100 dark:border-white/[0.05]">
<div className="flex items-center gap-2 text-[10px] font-bold uppercase tracking-[0.2em] text-slate-400 dark:text-slate-500">
<TrendingUp size={12} className="text-orange-500" /> Experiment Results
</div>
<p className="text-[10px] text-slate-400 dark:text-slate-600 mt-1 leading-relaxed">
ROUGE scores · GCC + US corpus · Select a model to compare live
</p>
</div>
{/* ROUGE-1 bars */}
<div className="px-5 pt-4 pb-2 space-y-2.5">
{MODEL_METRICS.map((m) => {
const isSelected = m.id === activeModel;
const pct = Math.round((m.r1 / MAX_R1) * 100);
const isExtractive = m.type === "extractive";
return (
<div key={m.id} className={`rounded-xl p-3 border transition-all duration-300 ${
isSelected
? "border-orange-400/40 bg-orange-50 dark:bg-orange-500/[0.06]"
: "border-slate-100 dark:border-white/[0.04] bg-slate-50 dark:bg-white/[0.02]"
}`}>
<div className="flex items-center justify-between mb-2">
<div className="flex items-center gap-1.5 min-w-0 flex-wrap">
<span className={`text-[11px] font-bold ${isSelected ? "text-orange-700 dark:text-white" : isExtractive ? "text-slate-400 dark:text-slate-500" : "text-slate-600 dark:text-slate-400"}`}>
{m.label}
</span>
{m.best && (
<span className="inline-flex items-center gap-0.5 text-[8px] font-black uppercase tracking-widest px-1.5 py-0.5 rounded-full bg-amber-100 dark:bg-amber-500/15 border border-amber-300 dark:border-amber-500/30 text-amber-600 dark:text-amber-400">
<Award size={8} /> BEST
</span>
)}
{isSelected && (
<span className="text-[8px] font-bold uppercase tracking-widest px-1.5 py-0.5 rounded-full bg-orange-100 dark:bg-orange-500/10 border border-orange-300 dark:border-orange-500/20 text-orange-600 dark:text-orange-400">
active
</span>
)}
{isExtractive && (
<span className="text-[8px] font-bold uppercase tracking-widest px-1.5 py-0.5 rounded-full bg-purple-100 dark:bg-purple-500/10 border border-purple-300 dark:border-purple-500/20 text-purple-600 dark:text-purple-400">
extractive
</span>
)}
</div>
<span className={`text-xs font-black tabular-nums shrink-0 ${isSelected ? "text-orange-600 dark:text-orange-400" : isExtractive ? "text-slate-400 dark:text-slate-600" : "text-slate-500"}`}>
{m.r1.toFixed(3)}
</span>
</div>
<div className="h-1.5 rounded-full bg-slate-200 dark:bg-white/[0.06] overflow-hidden">
<div
className={`h-full rounded-full transition-all duration-700 ease-out ${isSelected ? "bg-gradient-to-r from-orange-500 to-amber-400" : isExtractive ? "bg-slate-400 dark:bg-slate-700" : "bg-slate-400 dark:bg-slate-600"}`}
style={{ width: `${pct}%` }}
/>
</div>
</div>
);
})}
</div>
{/* Divider */}
<div className="mx-5 h-px bg-slate-100 dark:bg-white/[0.05] my-3" />
{/* Active model full metrics */}
<div className="px-5">
<div className="flex items-center gap-1.5 mb-3">
<BarChart2 size={11} className="text-orange-500/70" />
<span className="text-[10px] font-bold uppercase tracking-widest text-slate-400 dark:text-slate-500">
{active.label} — Full Metrics
</span>
</div>
<div className="grid grid-cols-4 gap-2 mb-4">
{[
{ label: "R-1", value: active.r1.toFixed(3), highlight: true },
{ label: "R-2", value: active.r2.toFixed(3), highlight: false },
{ label: "R-L", value: active.rl.toFixed(3), highlight: false },
{ label: "CR", value: `${active.cr}×`, highlight: false },
].map(({ label, value, highlight }) => (
<div key={label} className={`flex flex-col items-center rounded-xl p-2 border ${highlight ? "bg-orange-50 dark:bg-orange-500/10 border-orange-300 dark:border-orange-500/20" : "bg-slate-50 dark:bg-white/[0.03] border-slate-200 dark:border-white/[0.06]"}`}>
<span className="text-[9px] uppercase tracking-widest font-bold text-slate-400 dark:text-slate-500 mb-0.5">{label}</span>
<span className={`text-sm font-black ${highlight ? "text-orange-600 dark:text-orange-400" : "text-slate-700 dark:text-slate-300"}`}>{value}</span>
</div>
))}
</div>
{/* Metric bullet descriptions */}
<ul className="space-y-2 mb-4">
{METRIC_BULLETS.map(({ key, desc }) => (
<li key={key} className="flex items-start gap-2.5">
<span className="shrink-0 mt-0.5 h-1.5 w-1.5 rounded-full bg-orange-500/70"></span>
<span className="text-[11px] text-slate-500 dark:text-slate-500 leading-snug">
<span className="font-bold text-slate-700 dark:text-slate-300">{key}</span> — {desc}
</span>
</li>
))}
</ul>
{active.delta !== "—" && (
<div className="mb-5 flex items-center justify-center gap-1.5 text-[10px] text-emerald-700 dark:text-emerald-400 font-bold bg-emerald-50 dark:bg-emerald-500/5 border border-emerald-200 dark:border-emerald-500/15 rounded-lg py-2">
<span></span> {active.delta} ROUGE-1 gain over TextRank baseline
</div>
)}
</div>
</div>
);
}